LoRA-based methods on Unet for transfer learning in aneurysmal subarachnoid hematoma segmentation.

Kayvan Najarian

Cristian Minoccheri Matthew Hodgman Haoyuan Ma Rameez Merchant Emily Wittrup Craig A. Williamson Kayvan Najarian LoRA-based methods on Unet for transfer learning in aneurysmal subarachnoid hematoma segmentation. 58 2026 December 26 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-025-02116-y db/journals/bmcmi/bmcmi26.html#MinoccheriHMMWWN26 streams/journals/bmcmi

Cristian Minoccheri Sophia Tesic Kayvan Najarian Ryan W. Stidham A Causal Machine Learning Framework for Treatment Personalization in Clinical Trials: Application to Ulcerative Colitis. 2026 February abs/2602.08171 CoRR https://doi.org/10.48550/arXiv.2602.08171 db/journals/corr/corr2602.html#abs-2602-08171 streams/journals/corr

Cristian Minoccheri Emily Wittrup Kayvan Najarian Ryan W. Stidham Representation geometry shapes task performance in vision-language modeling for CT enterography. 2026 April abs/2604.13021 CoRR https://doi.org/10.48550/arXiv.2604.13021 db/journals/corr/corr2604.html#abs-2604-13021 streams/journals/corr

Emily Wittrup John Reavey-Cantwell Aditya S. Pandey Dennis J. Rivet II Kayvan Najarian AI post-intervention operational and functional outcomes prediction in ischemic stroke patients using MRIs. 329 2025 December 25 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-025-01864-1 db/journals/bmcmi/bmcmi25.html#WittrupRPRN25 streams/journals/bmcmi

Feng Gu Andrew J. Meyer Filip Jezek Shuangdi Zhang Tonimarie Catalan Alexandria Miller Noah A. Schenk Victoria E. Sturgess Domingo Uceda Rui Li Emily Wittrup Xinwei Hua Brian E. Carlson Yi-Da Tang Farhan Raza Kayvan Najarian Scott L. Hummel Daniel A. Beard Identification of digital twins to guide interpretable AI for diagnosis and prognosis in heart failure. 2025 8 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-025-01501-9 db/journals/npjdm/npjdm8.html#GuMJZCMSSULWHCTRNHB25 streams/journals/npjdm

Flora Rajaei Cristian Minoccheri Emily Wittrup Richard C. Wilson 0001 Brian D. Athey Gilbert S. Omenn Kayvan Najarian AI-Based Computational Methods in Early Drug Discovery and Post Market Drug Assessment: A Survey. 97-115 2025 22 IEEE Trans. Comput. Biol. Bioinform. 1 https://doi.org/10.1109/tcbb.2024.3492708 db/journals/tcbb/tcbb22.html#RajaeiMWWAON25 streams/journals/tcbb

Yufeng Zhang Emily Wittrup Matthew Hodgman Michael Mathis Kayvan Najarian EvolveFNN: An Interpretable Framework for Early Detection Using Longitudinal Electronic Health Record Data. 5243-5256 2025 July 29 IEEE J. Biomed. Health Informatics 7 https://doi.org/10.1109/JBHI.2025.3551312 db/journals/titb/titb29.html#ZhangWHMN25 streams/journals/titb

Cristian Minoccheri Sophia Tesic Kayvan Najarian Ryan W. Stidham Supervised Coupled Matrix-Tensor Factorization (SCMTF) for Computational Phenotyping of Patient Reported Outcomes in Ulcerative Colitis. 2025 June abs/2506.20065 CoRR https://doi.org/10.48550/arXiv.2506.20065 db/journals/corr/corr2506.html#abs-2506-20065 streams/journals/corr

Cong Ma Kayvan Najarian Rethinking the long-range dependency in Mamba/SSM and transformer models. 2025 September abs/2509.04226 CoRR https://doi.org/10.48550/arXiv.2509.04226 db/journals/corr/corr2509.html#abs-2509-04226 streams/journals/corr

Zijun Gao Shuyang Cheng Emily Wittrup Jonathan Gryak Kayvan Najarian Learning using privileged information with logistic regression on acute respiratory distress syndrome detection. 102947 2024 156 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2024.102947 db/journals/artmed/artmed156.html#GaoCWGN24 streams/journals/artmed

Flora Rajaei Peter Toogood Renju Jacob Mason Baber Mya Gough Harm Derksen Emily Wittrup Kayvan Najarian Identifying selective PDHK inhibitors using coupled tensor matrix completion and experimental validation. 89 2024 4 Discov. Artif. Intell. 1 https://doi.org/10.1007/s44163-024-00202-8 db/journals/dai/dai4.html#RajaeiTJBGDWN24 streams/journals/dai

Yufeng Zhang Jessica R. Golbus Emily Wittrup Keith D. Aaronson Kayvan Najarian Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data. 53 2024 December 24 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-024-02453-y db/journals/midm/midm24.html#ZhangGWAN24

Ali Zare Emily Wittrup Kayvan Najarian Mechanistic Assessment of Cardiovascular State Informed by Vibroacoustic Sensors. 2189 2024 April 24 Sensors 7 https://doi.org/10.3390/s24072189 db/journals/sensors/sensors24.html#ZareWN24

Lingrui Cai Ryan W. Stidham Emily Wittrup Kayvan Najarian Adapting Segment Anything Model for Ulcer Segmentation in Inflammatory Bowel Disease. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781516 conf/embc/2024 db/conf/embc/embc2024.html#CaiSWN24 Matthew Hodgman Emily Wittrup Kayvan Najarian Learning Physiological Mechanisms that Predict Adverse Cardiovascular Events in Intensive Care Patients with Chronic Heart Disease. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781773 conf/embc/2024 db/conf/embc/embc2024.html#HodgmanWN24 Yufeng Zhang Emily Wittrup Kayvan Najarian CoxFNN: Interpretable machine learning method for survival analysis. 1-5 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781910 conf/embc/2024 db/conf/embc/embc2024.html#ZhangWN24

Cristian Minoccheri Olivia Alge Jonathan Gryak Kayvan Najarian Harm Derksen Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification. 104 2023 February 16 Algorithms 2 https://doi.org/10.3390/a16020104 db/journals/algorithms/algorithms16.html#MinoccheriAGND23

Heming Yao Harm Derksen Jessica R. Golbus Justin Zhang 0005 Keith D. Aaronson Jonathan Gryak Kayvan Najarian A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies. 239-250 2023 27 IEEE J. Biomed. Health Informatics 1 https://doi.org/10.1109/JBHI.2022.3211765 db/journals/titb/titb27.html#YaoDGZAGN23

Lingrui Cai Najla Al Turkestani Lucia H. S. Cevidanes Jonas Bianchi Marcela Gurgel Kayvan Najarian Reza Soroushmehr Integrative risk predictors of temporomandibular joint osteoarthritis progression. 2023 Image Processing https://doi.org/10.1117/12.2651940 conf/miip/2023 db/conf/miip/miip2023.html#CaiTCBGNS23

Jonathan Gryak Kayvan Najarian Harm Derksen Tensor Denoising via Amplification and Stable Rank Methods. 2023 abs/2301.03761 CoRR https://doi.org/10.48550/arXiv.2301.03761 db/journals/corr/corr2301.html#abs-2301-03761

Zijun Gao Lu Wang Reza Soroushmehr Alexander Wood Jonathan Gryak Brahmajee K. Nallamothu Kayvan Najarian Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features. 10 2022 22 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-022-00734-4 https://www.wikidata.org/entity/Q112682220 db/journals/bmcmi/bmcmi22.html#GaoWSWGNN22

Negar Farzaneh Erica B. Stein Reza Soroushmehr Jonathan Gryak Kayvan Najarian A deep learning framework for automated detection and quantitative assessment of liver trauma. 39 2022 22 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-022-00759-9 db/journals/bmcmi/bmcmi22.html#FarzanehSSGN22

Cristian Minoccheri Craig A. Williamson Mark Hemmila Kevin Ward Erica B. Stein Jonathan Gryak Kayvan Najarian An interpretable neural network for outcome prediction in traumatic brain injury. 203 2022 22 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-022-01953-z db/journals/midm/midm22.html#MinoccheriWHWSG22

Justin Zhang 0005 Deborah Lee Kylie Jungles Diane Shaltis Kayvan Najarian Rajan Ravikumar Georgiana Sanders Jonathan Gryak Prediction of Oral Food Challenges via Machine Learning. 2022 abs/2208.08268 CoRR https://doi.org/10.48550/arXiv.2208.08268 db/journals/corr/corr2208.html#abs-2208-08268

Larry Hernandez Renaid B. Kim Neriman Tokcan Harm Derksen Ben E. Biesterveld Alfred Croteau Aaron M. Williams Michael Mathis Kayvan Najarian Jonathan Gryak Multimodal tensor-based method for integrative and continuous patient monitoring during postoperative cardiac care. 102032 2021 113 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2021.102032 db/journals/artmed/artmed113.html#HernandezKTDBCW21

Maryam Bagherian Elyas Sabeti Kai Wang Maureen A. Sartor Zaneta Nikolovska-Coleska Kayvan Najarian Machine learning approaches and databases for prediction of drug-target interaction: a survey paper. 247-269 2021 22 Briefings Bioinform. 1 https://doi.org/10.1093/bib/bbz157 https://www.wikidata.org/entity/Q92724567 db/journals/bib/bib22.html#BagherianSWSNN21

Maryam Bagherian Elyas Sabeti Kai Wang Maureen A. Sartor Zaneta Nikolovska-Coleska Kayvan Najarian Erratum to: Machine learning approaches and databases for prediction of drug-target interaction: a survey paper. 606 2021 22 Briefings Bioinform. 1 https://doi.org/10.1093/bib/bbaa020 https://www.wikidata.org/entity/Q89668943 db/journals/bib/bib22.html#BagherianSWSNN21a

Maryam Bagherian Renaid B. Kim Cheng Jiang 0003 Maureen A. Sartor Harm Derksen Kayvan Najarian Coupled matrix-matrix and coupled tensor-matrix completion methods for predicting drug-target interactions. 2161-2171 2021 22 Briefings Bioinform. 2 https://doi.org/10.1093/bib/bbaa025 https://www.wikidata.org/entity/Q90423965 db/journals/bib/bib22.html#BagherianKJSDN21

Zhi Li Harm Derksen Jonathan Gryak Cheng Jiang 0003 Zijun Gao Winston Zhang Hamid Ghanbari Pujitha Gunaratne Kayvan Najarian Prediction of cardiac arrhythmia using deterministic probabilistic finite-state automata. 102200 2021 63 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2020.102200 db/journals/bspc/bspc63.html#LiDGJGZGGN21

Narathip Reamaroon Michael W. Sjoding Jonathan Gryak Brian D. Athey Kayvan Najarian Harm Derksen Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features. 104463 2021 134 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2021.104463 db/journals/cbm/cbm134.html#ReamaroonSGAND21

Alexander Wood Kayvan Najarian Delaram Kahrobaei Homomorphic Encryption for Machine Learning in Medicine and Bioinformatics. 70:1-70:35 2021 53 ACM Comput. Surv. 4 https://doi.org/10.1145/3394658 https://www.wikidata.org/entity/Q123331904 db/journals/csur/csur53.html#WoodNK20

Julie Wang Alexander Wood Chao Gao Kayvan Najarian Jonathan Gryak Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning. 382 2021 23 Entropy 4 https://doi.org/10.3390/e23040382 db/journals/entropy/entropy23.html#WangWGNG21

Heming Yao Ryan W. Stidham Zijun Gao Jonathan Gryak Kayvan Najarian Motion-based camera localization system in colonoscopy videos. 102180 2021 73 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102180 db/journals/mia/mia73.html#YaoSGGN21

Zhi Li Kevin M. Wheelock Sangeeta Lathkar-Pradhan Hakan Oral Daniel J. Clauw Pujitha Gunaratne Jonathan Gryak Kayvan Najarian Brahmajee K. Nallamothu Hamid Ghanbari Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity. 364 2021 21 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-021-01723-3 db/journals/midm/midm21.html#LiWLOCGGNNG21

Negar Farzaneh Craig A. Williamson Jonathan Gryak Kayvan Najarian A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication. 2021 4 npj Digit. Medicine https://doi.org/10.1038/s41746-021-00445-0 db/journals/npjdm/npjdm4.html#FarzanehWGN21

Neriman Tokcan Jonathan Gryak Kayvan Najarian Harm Derksen Algebraic Methods for Tensor Data. 1-27 2021 5 SIAM J. Appl. Algebra Geom. 1 https://doi.org/10.1137/19M1272494 db/journals/siaga/siaga5.html#TokcanGND21

Elyas Sabeti Joshua Drews Narathip Reamaroon Elisa Warner Michael W. Sjoding Jonathan Gryak Kayvan Najarian Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome. 784-796 2021 25 IEEE J. Biomed. Health Informatics 3 https://doi.org/10.1109/JBHI.2020.3008601 https://www.wikidata.org/entity/Q98200817 db/journals/titb/titb25.html#SabetiDRWSGN21

Winston Zhang Jonas Bianchi Najla Al Turkestani Celia Le Romain Deleat-Besson Antonio C. Ruellas Lucia H. S. Cevidanes Marilia Yatabe João Roberto Gonçalves Erika Benavides Fabiana Soki Juan Prieto 0001 Beatriz Paniagua Kayvan Najarian Jonathan Gryak Reza Soroushmehr Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers. 1810-1813 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9629990 conf/embc/2021 db/conf/embc/embc2021.html#ZhangBTLDRCYGBS21 Romain Deleat-Besson Celia Le Najla Al Turkestani Winston Zhang Maxime Dumont Serge Brosset Juan Carlos Prieto 0001 Lucia H. S. Cevidanes Jonas Bianchi Antonio C. Ruellas Marcela Gurgel Camila Massaro Aron Aliaga Del Castillo Marcos Ioshida Marilia Yatabe Erika Benavides Hector Rios Fabiana Soki Gisele Neiva Juan Fernando Aristizabal Diego Rey Maria Antonia Alvarez Kayvan Najarian Jonathan Gryak Martin Styner Jean-Christophe Fillion-Robin Beatriz Paniagua Reza Soroushmehr Automatic Segmentation of Dental Root Canal and Merging with Crown Shape. 2948-2951 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630750 conf/embc/2021 db/conf/embc/embc2021.html#Deleat-BessonLT21 Celia Le Romain Deleat-Besson Juan Carlos Prieto 0001 Serge Brosset Maxime Dumont Winston Zhang Lucia H. S. Cevidanes Jonas Bianchi Antonio C. Ruellas Liliane R. Gomes Marcela Gurgel Camila Massaro Aron Aliaga Del Castillo Marilia Yatabe Erika Benavides Fabiana Soki Najla Al Turkestani Karine Evangelista João Roberto Gonçalves Jose Valladares-Neto Maria Alves Garcia Silva Cauby Maia Chaves Junior Fábio Costa Daniela Gamba Garib Heesoo Oh Jonathan Gryak Martin Styner Jean-Christophe Fillion-Robin Beatriz Paniagua Kayvan Najarian Reza Soroushmehr Automatic Segmentation of Mandibular Ramus and Condyles. 2952-2955 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630727 conf/embc/2021 db/conf/embc/embc2021.html#LeDPBDZCBRGGMCY21 Serge Brosset Maxime Dumont Lucia H. S. Cevidanes Reza Soroushmehr Jonas Bianchi Marcela Lima Gurgel Romain Deleat-Besson Celia Le Antonio C. Ruellas Marilia Yatabe Liliane R. Gomes João Roberto Gonçalves Kayvan Najarian Jonathan Gryak Beatriz Paniagua Martin Styner Juan Carlos Prieto 0001 Web infrastructure for data management, storage and computation. 2021 Biomedical Applications in Molecular, Structural, and Functional Imaging https://doi.org/10.1117/12.2582283 conf/mibam/2021 db/conf/mibam/mibam2021.html#BrossetDCSBGDLR21 Winston Zhang Najla Al Turkestani Jonas Bianchi Celia Le Romain Deleat-Besson Antonio C. Ruellas Lucia H. S. Cevidanes Marilia Yatabe João Roberto Gonçalves Erika Benavides Fabiana Soki Juan Prieto 0001 Beatriz Paniagua Jonathan Gryak Kayvan Najarian Reza Soroushmehr Feature Selection for Privileged Modalities in Disease Classification. 69-80 2021 ML-CDS@MICCAI https://doi.org/10.1007/978-3-030-89847-2_7 conf/miccai/2021mlcds db/conf/miccai/mlcds2021.html#ZhangTBLDRCYGBS21 Romain Deleat-Besson Celia Le Winston Zhang Najla Al Turkestani Lucia H. S. Cevidanes Jonas Bianchi Antonio C. Ruellas Marcela Gurgel Camila Massaro Aron Aliaga Del Castillo Marcos Ioshida Marilia Yatabe Erika Benavides Hector Rios Fabiana Soki Gisele Neiva Kayvan Najarian Jonathan Gryak Martin Styner Juan Fernando Aristizabal Diego Rey Maria Antonia Alvarez Loris Bert Reza Soroushmehr Juan Prieto 0001 Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images. 81-92 2021 ML-CDS@MICCAI https://doi.org/10.1007/978-3-030-89847-2_8 conf/miccai/2021mlcds db/conf/miccai/mlcds2021.html#Deleat-BessonLZ21

Heming Yao Harm Derksen Jessica R. Golbus Justin Zhang 0005 Keith D. Aaronson Jonathan Gryak Kayvan Najarian A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure. 2021 abs/2112.05071 CoRR https://arxiv.org/abs/2112.05071 db/journals/corr/corr2112.html#abs-2112-05071

Heming Yao Craig A. Williamson Jonathan Gryak Kayvan Najarian Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury. 101910 2020 107 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2020.101910 https://www.wikidata.org/entity/Q98628299 db/journals/artmed/artmed107.html#YaoWGN20

Narathip Reamaroon Michael W. Sjoding Harm Derksen Elyas Sabeti Jonathan Gryak Ryan P. Barbaro Brian D. Athey Kayvan Najarian Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome. 116 2020 20 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-020-00514-y https://www.wikidata.org/entity/Q100571882 db/journals/bmcmi/bmcmi20.html#ReamaroonSDSGBA20

Renaid B. Kim Jonathan Gryak Abinash Mishra Can Cui S. M. Reza Soroushmehr Kayvan Najarian James S. Wrobel Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers. 104042 2020 126 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2020.104042 https://www.wikidata.org/entity/Q100570289 db/journals/cbm/cbm126.html#KimGMCSNW20

Fatima Zare Sardar Ansari Kayvan Najarian Sheida Nabavi Preprocessing Sequence Coverage Data for More Precise Detection of Copy Number Variations. 868-876 2020 17 IEEE ACM Trans. Comput. Biol. Bioinform. 3 https://doi.org/10.1109/TCBB.2018.2869738 https://www.wikidata.org/entity/Q91481992 db/journals/tcbb/tcbb17.html#ZareANN20

Olivia Alge Lu Lu Zhi Li Yingqi Hua Jonathan Gryak Kayvan Najarian Automated Classification of Osteosarcoma and Benign Tumors using RNA-seq and Plain X-ray. 1165-1168 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9176104 https://www.wikidata.org/entity/Q100447392 conf/embc/2020 db/conf/embc/embc2020.html#AlgeLLHGN20 Serge Brosset Maxime Dumont Jonas Bianchi Antonio C. Ruellas Lucia H. S. Cevidanes Marilia Yatabe João Roberto Gonçalves Erika Benavides Fabiana Soki Beatriz Paniagua Juan Prieto 0001 Kayvan Najarian Jonathan Gryak Reza Soroushmehr 3D Auto-Segmentation of Mandibular Condyles. 1270-1273 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9175692 https://www.wikidata.org/entity/Q100447421 conf/embc/2020 db/conf/embc/embc2020.html#BrossetDBRCYGBS20 Olivia Alge S. M. Reza Soroushmehr Jonathan Gryak Anna Kratz Kayvan Najarian Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors. 4290-4293 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9176386 https://www.wikidata.org/entity/Q100448459 conf/embc/2020 db/conf/embc/embc2020.html#AlgeSGKN20 Maxime Dumont Juan-Carlos Prieto 0001 Serge Brosset Lucia H. S. Cevidanes Jonas Bianchi Antonio C. Ruellas Marcela Gurgel Camila Massaro Aron Aliaga Del Castillo Marcos Ioshida Marilia Yatabe Erika Benavides Hector Rios Fabiana Soki Gisele Neiva Juan Fernando Aristizabal Diego Rey Maria Antonia Alvarez Kayvan Najarian Jonathan Gryak Martin Styner Jean-Christophe Fillion-Robin Beatriz Paniagua Reza Soroushmehr Patient Specific Classification of Dental Root Canal and Crown Shape. 145-153 2020 ShapeMI@MICCAI https://doi.org/10.1007/978-3-030-61056-2_12 https://www.wikidata.org/entity/Q104690988 conf/miccai/2020shapemi db/conf/miccai/shapemi2020.html#DumontPBCBRGMCI20

Neriman Tokcan Jonathan Gryak Kayvan Najarian Harm Derksen Algebraic Methods for Tensor Data. 2020 abs/2005.12988 CoRR https://arxiv.org/abs/2005.12988 db/journals/corr/corr2005.html#abs-2005-12988

Karl Thurnhofer-Hemsi Ezequiel López-Rubio Miguel A. Molina-Cabello Kayvan Najarian Radial basis function kernel optimization for Support Vector Machine classifiers. 2020 abs/2007.08233 CoRR https://arxiv.org/abs/2007.08233 db/journals/corr/corr2007.html#abs-2007-08233

Heming Yao Ryan W. Stidham Jonathan Gryak Kayvan Najarian Motion-based Camera Localization System in Colonoscopy Videos. 2020 abs/2012.01690 CoRR https://arxiv.org/abs/2012.01690 db/journals/corr/corr2012.html#abs-2012-01690

Mohsen Hajabdollahi Reza Esfandiarpoor Pejman Khadivi S. M. Reza Soroushmehr Nader Karimi Kayvan Najarian Shadrokh Samavi Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames. 2019 53 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2019.101565 https://www.wikidata.org/entity/Q127832170 db/journals/bspc/bspc53.html#HajabdollahiEKS19

Alexander Wood Vladimir Shpilrain Kayvan Najarian Delaram Kahrobaei Private naive bayes classification of personal biomedical data: Application in cancer data analysis. 144-150 2019 105 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2018.11.018 https://www.wikidata.org/entity/Q91038354 db/journals/cbm/cbm105.html#WoodSNK19

Maryam Karimi Najmeh Soltanian Shadrokh Samavi Kayvan Najarian Nader Karimi S. M. Reza Soroushmehr Blind stereo image quality assessment inspired by brain sensory-motor fusion. 91-104 2019 91 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2019.03.004 https://www.wikidata.org/entity/Q127965268 db/journals/dsp/dsp91.html#KarimiSSNKS19

Elyas Sabeti Jonathan Gryak Harm Derksen Craig Biwer Sardar Ansari Howard Isenstein Anna Kratz Kayvan Najarian Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia. 442 2019 21 Entropy 5 https://doi.org/10.3390/e21050442 https://www.wikidata.org/entity/Q103833239 db/journals/entropy/entropy21.html#SabetiGDBAIKN19

Zohreh HosseinKhani Mohsen Hajabdollahi Nader Karimi Kayvan Najarian Ali Emami Shahram Shirani Shadrokh Samavi Sayed Mohammad Reza Soroushmehr Real-time removal of impulse noise from MR images for radiosurgery applications. 406-426 2019 47 Int. J. Circuit Theory Appl. 3 https://doi.org/10.1002/cta.2591 https://www.wikidata.org/entity/Q128589781 db/journals/ijcta/ijcta47.html#HosseinKhaniHKN19

Hoda Mohaghegh Nader Karimi S. M. Reza Soroushmehr Shadrokh Samavi Kayvan Najarian Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation. 683-697 2019 29 IEEE Trans. Circuits Syst. Video Technol. 3 https://doi.org/10.1109/TCSVT.2018.2808682 db/journals/tcsv/tcsv29.html#MohagheghKSSN19

Narathip Reamaroon Michael W. Sjoding Kaiwen Lin Theodore J. Iwashyna Kayvan Najarian Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome. 407-415 2019 23 IEEE J. Biomed. Health Informatics 1 https://doi.org/10.1109/JBHI.2018.2810820 https://www.wikidata.org/entity/Q89560467 db/journals/titb/titb23.html#ReamaroonSLIN19

Lu Wang Sardar Ansari Kayvan Najarian Kevin R. Ward Kenn R. Oldham Decompensation Prediction in Hemodialysis by a Feedback Model as Identified by Miniature Wearable Sensors. 133-138 2019 AIM https://doi.org/10.1109/AIM.2019.8868558 conf/aimech/2019 db/conf/aimech/aim2019.html#WangANWO19 Heming Yao Keith D. Aaronson Lu Lu Jonathan Gryak Kayvan Najarian Jessica R. Golbus Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. 995-999 2019 BIBM https://doi.org/10.1109/BIBM47256.2019.8983156 conf/bibm/2019 db/conf/bibm/bibm2019.html#YaoALGNG19 Cheng Jiang 0003 Jie Cao 0015 Craig A. Williamson Negar Farzaneh Venkatakrishna Rajajee Jonathan Gryak Kayvan Najarian S. M. Reza Soroushmehr Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries. 1083-1086 2019 BIBM https://doi.org/10.1109/BIBM47256.2019.8983159 conf/bibm/2019 db/conf/bibm/bibm2019.html#JiangCWFRGNS19 Alexey Gribov Kelsey Horan Jonathan Gryak Kayvan Najarian Vladimir Shpilrain S. M. Reza Soroushmehr Delaram Kahrobaei Medical Diagnostics Based on Encrypted Medical Data. 98-111 2019 BICT https://doi.org/10.1007/978-3-030-24202-2_8 conf/bionetics/2019 db/conf/bionetics/bict2019.html#GribovHGNSSK19 Behzad Ghazanfari Fatemeh Afghah Kayvan Najarian Sajad Mousavi Jonathan Gryak James Todd An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. 349-353 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857034 https://www.wikidata.org/entity/Q92693828 conf/embc/2019 db/conf/embc/embc2019.html#GhazanfariANMGT19 Mohsen Hajabdollahi Reza Esfandiarpoor Kayvan Najarian Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification. 970-973 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857769 https://www.wikidata.org/entity/Q92694586 conf/embc/2019 db/conf/embc/embc2019.html#HajabdollahiENK19 Can Cui Karl Thurnhofer-Hemsi Reza Soroushmehr Abinash Mishra Jonathan Gryak Enrique Domínguez Kayvan Najarian Ezequiel López-Rubio Diabetic Wound Segmentation using Convolutional Neural Networks. 1002-1005 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856665 https://www.wikidata.org/entity/Q92694627 conf/embc/2019 db/conf/embc/embc2019.html#CuiTSMGDNL19 Safiyeh Rezaei Ali Emami Hamidreza Zarrabi Shima Rafiei Kayvan Najarian Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. 1031-1034 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856776 https://www.wikidata.org/entity/Q92694663 conf/embc/2019 db/conf/embc/embc2019.html#RezaeiEZRNKSS19 Zhi Li Harm Derksen Jonathan Gryak Mohsen Hooshmand Alexander Wood Hamid Ghanbari Pujitha Gunaratne Kayvan Najarian Markov Models for Detection of Ventricular Arrhythmia. 1488-1491 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856504 https://www.wikidata.org/entity/Q92695237 conf/embc/2019 db/conf/embc/embc2019.html#LiDGHWGGN19 Elyas Sabeti Joshua Drews Narathip Reamaroon Jonathan Gryak Michael W. Sjoding Kayvan Najarian Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information. 1717-1720 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857434 https://www.wikidata.org/entity/Q92695509 conf/embc/2019 db/conf/embc/embc2019.html#SabetiDRGSN19 Heming Yao Ryan W. Stidham Reza Soroushmehr Jonathan Gryak Kayvan Najarian Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. 2402-2406 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856625 https://www.wikidata.org/entity/Q92696290 conf/embc/2019 db/conf/embc/embc2019.html#YaoSSGN19 S. M. Reza Soroushmehr Krishna Rajajee Craig A. Williamson Jonathan Gryak Kayvan Najarian Kevin Ward Mohamad Hakam Tiba Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis. 2793-2796 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856449 https://www.wikidata.org/entity/Q92696752 conf/embc/2019 db/conf/embc/embc2019.html#SoroushmehrRWGN19 Shima Rafiei Nader Karimi Behzad Mirmahboub Kayvan Najarian Banafsheh Felfeliyan Shadrokh Samavi S. M. Reza Soroushmehr Liver Segmentation in Abdominal CT Images Using Probabilistic Atlas and Adaptive 3D Region Growing. 6310-6313 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857835 https://www.wikidata.org/entity/Q92700735 conf/embc/2019 db/conf/embc/embc2019.html#RafieiKMNFSS19 Zahra Sobhaninia Shima Rafiei Ali Emami Nader Karimi Kayvan Najarian Shadrokh Samavi S. M. Reza Soroushmehr Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. 6545-6548 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856981 https://www.wikidata.org/entity/Q92701003 conf/embc/2019 db/conf/embc/embc2019.html#SobhaniniaREKNS19 Mahnoosh Bagheri Majid Mohrekesh Milad Tehrani Kayvan Najarian Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Deep Neural Network based Polyp Segmentation in Colonoscopy Images using a Combination of Color Spaces. 6742-6745 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856793 https://www.wikidata.org/entity/Q92701273 conf/embc/2019 db/conf/embc/embc2019.html#BagheriMTNKSS19 Mohsen Hajabdollahi Reza Esfandiarpoor Kayvan Najarian Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging. 7227-7230 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857751 https://www.wikidata.org/entity/Q92701851 conf/embc/2019 db/conf/embc/embc2019.html#HajabdollahiENK19a Alireza Norouzi Ali Emami Kayvan Najarian Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Exploiting Uncertainty of Deep Neural Networks for Improving Segmentation Accuracy in MRI Images. 2322-2326 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8682530 conf/icassp/2019 db/conf/icassp/icassp2019.html#NorouziENKSS19 Heming Yao Craig A. Williamson Jonathan Gryak Kayvan Najarian Brain Hematoma Segmentation Using Active Learning and an Active Contour Model. 385-396 2019 IWBBIO (2) https://doi.org/10.1007/978-3-030-17935-9_35 conf/iwbbio/2019-2 db/conf/iwbbio/iwbbio2019-2.html#YaoWGN19

Behzad Ghazanfari Fatemeh Afghah Kayvan Najarian Sajad Mousavi Jonathan Gryak James Todd An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. 2019 abs/1904.08495 CoRR http://arxiv.org/abs/1904.08495 db/journals/corr/corr1904.html#abs-1904-08495

Safiyeh Rezaei Ali Emami Hamidreza Zarrabi Shima Rafiei Kayvan Najarian Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features. 2019 abs/1909.00270 CoRR http://arxiv.org/abs/1909.00270 db/journals/corr/corr1909.html#abs-1909-00270

Zahra Sobhaninia Shima Rafiei Ali Emami Nader Karimi Kayvan Najarian Shadrokh Samavi S. M. Reza Soroushmehr Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. 2019 abs/1909.00273 CoRR http://arxiv.org/abs/1909.00273 db/journals/corr/corr1909.html#abs-1909-00273

Hamidreza Zarrabi Ali Emami Pejman Khadivi S. M. Reza Soroushmehr Nader Karimi Kayvan Najarian Shadrokh Samavi BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks. 2019 abs/1911.00382 CoRR http://arxiv.org/abs/1911.00382 db/journals/corr/corr1911.html#abs-1911-00382

Ebrahim Nasr-Esfahani Nader Karimi Mohammad H. Jafari 0001 S. Mohamad R. Soroushmehr Shadrokh Samavi Brahmajee K. Nallamothu Kayvan Najarian Segmentation of vessels in angiograms using convolutional neural networks. 240-251 2018 40 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2017.09.012 db/journals/bspc/bspc40.html#Nasr-EsfahaniKJ18

Fatemeh Afghah Abolfazl Razi S. Mohamad R. Soroushmehr Hamid Ghanbari Kayvan Najarian Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units. 190 2018 20 Entropy 3 https://doi.org/10.3390/e20030190 https://www.wikidata.org/entity/Q103830168 db/journals/entropy/entropy20.html#AfghahRSGN18

Mohsen Hajabdollahi Nader Karimi S. M. Reza Soroushmehr Shadrokh Samavi Kayvan Najarian Retinal blood vessel segmentation for macula detachment surgery monitoring instruments. 1166-1180 2018 46 Int. J. Circuit Theory Appl. 6 https://doi.org/10.1002/cta.2462 https://www.wikidata.org/entity/Q129897696 db/journals/ijcta/ijcta46.html#HajabdollahiKSS18

Maedeh Jamali Shima Rafiei S. M. Reza Soroushmehr Nader Karimi Shahram Shirani Kayvan Najarian Shadrokh Samavi Adaptive image watermarking using human perception based fuzzy inference system. 4589-4608 2018 35 J. Intell. Fuzzy Syst. 4 https://doi.org/10.3233/JIFS-171805 https://www.wikidata.org/entity/Q129312839 db/journals/jifs/jifs35.html#JamaliRSKSNS18

Zohreh HosseinKhani Mohsen Hajabdollahi Nader Karimi S. Mohamad R. Soroushmehr Shahram Shirani Kayvan Najarian Shadrokh Samavi Adaptive Real-Time Removal of Impulse Noise in Medical Images. 216 2018 42 J. Medical Syst. 11 https://doi.org/10.1007/s10916-018-1074-7 https://www.wikidata.org/entity/Q57047320 db/journals/jms/jms42.html#HosseinKhaniHKS18

Hamid R. Fazlali Nader Karimi S. M. Reza Soroushmehr Shahram Shirani Brahmajee K. Nallamothu Kevin R. Ward Shadrokh Samavi Kayvan Najarian Vessel segmentation and catheter detection in X-ray angiograms using superpixels. 1515-1530 2018 56 Medical Biol. Eng. Comput. 9 https://doi.org/10.1007/s11517-018-1793-4 https://www.wikidata.org/entity/Q48108769 db/journals/mbec/mbec56.html#FazlaliKSSNWSN18

Elham Etemad Shadrokh Samavi S. M. Reza Soroushmehr Nader Karimi Mohammad Etemad Shahram Shirani Kayvan Najarian Robust image watermarking scheme using bit-plane of hadamard coefficients. 2033-2055 2018 77 Multim. Tools Appl. 2 https://doi.org/10.1007/s11042-016-4278-1 db/journals/mta/mta77.html#EtemadSSKESN18

Maryam Karimi Shadrokh Samavi Nader Karimi S. M. Reza Soroushmehr Weisi Lin Kayvan Najarian Pyramidal modeling of geometric distortions for retargeted image quality evaluation. 13799-13820 2018 77 Multim. Tools Appl. 11 https://doi.org/10.1007/s11042-017-4994-1 db/journals/mta/mta77.html#KarimiSKSLN18

Olivia Alge Jonathan Gryak Yingqi Hua Kayvan Najarian Classifying Osteosarcoma Using Meta-Analysis of Gene Expression. 2400-2404 2018 BIBM https://doi.ieeecomputersociety.org/10.1109/BIBM.2018.8621119 conf/bibm/2018 db/conf/bibm/bibm2018.html#AlgeGHN18 Zhi Li Harm Derksen Jonathan Gryak Mohsen Hooshmand Alexander Wood Hamid Ghanbari Pujitha Gunaratne Kayvan Najarian Supraventricular Tachycardia Detection via Machine Learning Algorithms. 2419-2422 2018 BIBM https://doi.ieeecomputersociety.org/10.1109/BIBM.2018.8621164 conf/bibm/2018 db/conf/bibm/bibm2018.html#LiDGHWGGN18 Fatima Zare Sardar Ansari Kayvan Najarian Sheida Nabavi Copy number variation detection using partial alignment information. 2435-2441 2018 BIBM https://doi.ieeecomputersociety.org/10.1109/BIBM.2018.8621529 conf/bibm/2018 db/conf/bibm/bibm2018.html#ZareANN18 Alexander Wood S. M. Reza Soroushmehr Negar Farzaneh David Paul Fessell Kevin R. Ward Jonathan Gryak Delaram Kahrobaei Kayvan Najarian Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours. 53-56 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512182 https://www.wikidata.org/entity/Q93144800 conf/embc/2018 db/conf/embc/embc2018.html#WoodSFFWGKN18 Mojtaba Akbari Majid Mohrekesh Shima Rafiei S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights. 65-68 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512226 https://www.wikidata.org/entity/Q93144818 conf/embc/2018 db/conf/embc/embc2018.html#AkbariMRSKSN18 Mojtaba Akbari Majid Mohrekesh Ebrahim Nasr-Esfahani S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Polyp Segmentation in Colonoscopy Images Using Fully Convolutional Network. 69-72 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512197 https://www.wikidata.org/entity/Q93144822 conf/embc/2018 db/conf/embc/embc2018.html#AkbariMNSKSN18 Mohsen Hooshmand S. M. Reza Soroushmehr Craig A. Williamson Jonathan Gryak Kayvan Najarian Automatic Midline Shift Detection in Traumatic Brain Injury. 131-134 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512243 https://www.wikidata.org/entity/Q93144902 conf/embc/2018 db/conf/embc/embc2018.html#HooshmandSWGN18 An Nguyen Sardar Ansari Mohsen Hooshmand Kaiwen Lin Hamid Ghanbari Jonathan Gryak Kayvan Najarian Comparative Study on Heart Rate Variability Analysis for Atrial Fibrillation Detection in Short Single-Lead ECG Recordings. 526-529 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512345 https://www.wikidata.org/entity/Q93145404 conf/embc/2018 db/conf/embc/embc2018.html#NguyenAHLGGN18 Rebecca Shen Zhi Li Linglin Zhang Yingqi Hua Min Mao Zhicong Li Zhengdong Cai Yunping Qiu Jonathan Gryak Kayvan Najarian Osteosarcoma Patients Classification Using Plain X-Rays and Metabolomic Data. 690-693 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512338 https://www.wikidata.org/entity/Q93145640 conf/embc/2018 db/conf/embc/embc2018.html#ShenLZHMLCQGN18 Hamidreza Zarrabi Mohsen Hajabdollahi S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. 798-801 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512431 https://www.wikidata.org/entity/Q93145765 conf/embc/2018 db/conf/embc/embc2018.html#ZarrabiHSKSN18 Heming Yao Wei Zhang Rajesh K. Malhan Jonathan Gryak Kayvan Najarian Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection. 1258-1262 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512561 https://www.wikidata.org/entity/Q93146323 conf/embc/2018 db/conf/embc/embc2018.html#YaoZMGN18 Mina Nasr-Esfahani Majid Mohrekesh Mojtaba Akbari S. M. Reza Soroushmehr Ebrahim Nasr-Esfahani Nader Karimi Shadrokh Samavi Kayvan Najarian Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. 1275-1278 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512536 https://www.wikidata.org/entity/Q93146345 conf/embc/2018 db/conf/embc/embc2018.html#Nasr-EsfahaniMA18 Negar Farzaneh S. M. Reza Soroushmehr Hirenkumar Patel Alexander Wood Jonathan Gryak David Paul Fessell Kayvan Najarian Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling. 3418-3421 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512967 https://www.wikidata.org/entity/Q64981887 conf/embc/2018 db/conf/embc/embc2018.html#FarzanehSPWGFN18 Zhi Li Harm Derksen Jonathan Gryak Hamid Ghanbari Pujitha Gunaratne Kayvan Najarian A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices. 4034-4037 2018 EMBC https://doi.org/10.1109/EMBC.2018.8513006 https://www.wikidata.org/entity/Q93149788 conf/embc/2018 db/conf/embc/embc2018.html#LiDGGGN18 Mahdi Ahmadi Ali Emami Mohsen Hajabdollahi S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. 5158-5161 2018 EMBC https://doi.org/10.1109/EMBC.2018.8513426 https://www.wikidata.org/entity/Q93151184 conf/embc/2018 db/conf/embc/embc2018.html#AhmadiEHSKSN18 Sardar Ansari Jonathan Gryak Kayvan Najarian Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach. 5632-5635 2018 EMBC https://doi.org/10.1109/EMBC.2018.8513537 https://www.wikidata.org/entity/Q93151858 conf/embc/2018 db/conf/embc/embc2018.html#AnsariGN18 Heming Yao Craig A. Williamson S. M. Reza Soroushmehr Jonathan Gryak Kayvan Najarian Hematoma Segmentation Using Dilated Convolutional Neural Network. 5902-5905 2018 EMBC https://doi.org/10.1109/EMBC.2018.8513648 https://www.wikidata.org/entity/Q93152430 conf/embc/2018 db/conf/embc/embc2018.html#YaoWSGN18 Shima Rafiei Ebrahim Nasr-Esfahani Kayvan Najarian Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Liver Segmentation in CT Images Using Three Dimensional to Two Dimensional Fully Convolutional Network. 2067-2071 2018 ICIP https://doi.org/10.1109/ICIP.2018.8451238 conf/icip/2018 db/conf/icip/icip2018.html#RafieiNNKSS18 Mohsen Hajabdollahi Reza Esfandiarpoor Kayvan Najarian Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices. 2785-2789 2018 ICIP https://doi.org/10.1109/ICIP.2018.8451665 conf/icip/2018 db/conf/icip/icip2018.html#HajabdollahiENK18 Mojtaba Akbari Majid Mohrekesh Kayvan Najarian Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Adaptive Specular Reflection Detection and Inpainting in Colonoscopy Video Frames. 3134-3138 2018 ICIP https://doi.org/10.1109/ICIP.2018.8451699 conf/icip/2018 db/conf/icip/icip2018.html#AkbariMNKSS18 Alexander Wood Vladimir Shpilrain Kayvan Najarian Ali Mostashari Delaram Kahrobaei Private-Key Fully Homomorphic Encryption for Private Classification. 475-481 2018 ICMS https://doi.org/10.1007/978-3-319-96418-8_56 conf/icms/2018 db/conf/icms/icms2018.html#WoodSNMK18

Alexandr A. Kalinin Gerald A. Higgins Narathip Reamaroon S. M. Reza Soroushmehr Ari Allyn-Feuer Ivo D. Dinov Kayvan Najarian Brian D. Athey Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification. 2018 abs/1801.08570 CoRR http://arxiv.org/abs/1801.08570 db/journals/corr/corr1801.html#abs-1801-08570

Mahdi Ahmadi Ali Emami Mohsen Hajabdollahi S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Lossless Compression of Angiogram Foreground with Visual Quality Preservation of Background. 2018 abs/1802.07769 CoRR http://arxiv.org/abs/1802.07769 db/journals/corr/corr1802.html#abs-1802-07769

Mina Nasr-Esfahani Majid Mohrekesh Mojtaba Akbari S. M. Reza Soroushmehr Ebrahim Nasr-Esfahani Nader Karimi Shadrokh Samavi Kayvan Najarian Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network. 2018 abs/1802.07778 CoRR http://arxiv.org/abs/1802.07778 db/journals/corr/corr1802.html#abs-1802-07778

Atefe Rajaeefar Ali Emami S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Lossless Image Compression Algorithm for Wireless Capsule Endoscopy by Content-Based Classification of Image Blocks. 2018 abs/1802.07781 CoRR http://arxiv.org/abs/1802.07781 db/journals/corr/corr1802.html#abs-1802-07781

Hamidreza Zarrabi Mohsen Hajabdollahi S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Reversible Image Watermarking for Health Informatics Systems Using Distortion Compensation in Wavelet Domain. 2018 abs/1802.07786 CoRR http://arxiv.org/abs/1802.07786 db/journals/corr/corr1802.html#abs-1802-07786

Mohsen Hajabdollahi Reza Esfandiarpoor S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization. 2018 abs/1802.07788 CoRR http://arxiv.org/abs/1802.07788 db/journals/corr/corr1802.html#abs-1802-07788

Shima Rafiei Ebrahim Nasr-Esfahani S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Liver segmentation in CT images using three dimensional to two dimensional fully connected network. 2018 abs/1802.07800 CoRR http://arxiv.org/abs/1802.07800 db/journals/corr/corr1802.html#abs-1802-07800

Mohsen Hajabdollahi Reza Esfandiarpoor S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Low complexity convolutional neural network for vessel segmentation in portable retinal diagnostic devices. 2018 abs/1802.07804 CoRR http://arxiv.org/abs/1802.07804 db/journals/corr/corr1802.html#abs-1802-07804

Mojtaba Akbari Majid Mohrekesh S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Adaptive specular reflection detection and inpainting in colonoscopy video frames. 2018 abs/1802.08402 CoRR http://arxiv.org/abs/1802.08402 db/journals/corr/corr1802.html#abs-1802-08402

Alireza Norouzi Ali Emami S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference. 2018 abs/1803.00406 CoRR http://arxiv.org/abs/1803.00406 db/journals/corr/corr1803.html#abs-1803-00406

Mohsen Hajabdollahi Reza Esfandiarpoor Pejman Khadivi S. M. Reza Soroushmehr Nader Karimi Kayvan Najarian Shadrokh Samavi Segmentation of Bleeding Regions in Wireless Capsule Endoscopy for Detection of Informative Frames. 2018 abs/1808.07746 CoRR http://arxiv.org/abs/1808.07746 db/journals/corr/corr1808.html#abs-1808-07746

Mohsen Hajabdollahi Reza Esfandiarpoor Elyas Sabeti Nader Karimi Kayvan Najarian S. M. Reza Soroushmehr Shadrokh Samavi Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network. 2018 abs/1809.05831 CoRR http://arxiv.org/abs/1809.05831 db/journals/corr/corr1809.html#abs-1809-05831

Mahdi Ahmadi Alireza Norouzi S. M. Reza Soroushmehr Nader Karimi Kayvan Najarian Shadrokh Samavi Ali Emami ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks. 2018 abs/1810.07248 CoRR http://arxiv.org/abs/1810.07248 db/journals/corr/corr1810.html#abs-1810-07248

Maxwell T. Spadafore Kayvan Najarian Alan P. Boyle A proximity-based graph clustering method for the identification and application of transcription factor clusters. 530:1-530:14 2017 18 BMC Bioinform. 1 https://doi.org/10.1186/s12859-017-1935-y https://www.wikidata.org/entity/Q47137032 db/journals/bmcbi/bmcbi18.html#SpadaforeNB17

M. Hossein Jafari Ebrahim Nasr-Esfahani Nader Karimi S. M. Reza Soroushmehr Shadrokh Samavi Kayvan Najarian Extraction of skin lesions from non-dermoscopic images for surgical excision of melanoma. 1021-1030 2017 12 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-017-1567-8 https://www.wikidata.org/entity/Q47915133 db/journals/cars/cars12.html#JafariNKSSN17

Mansour Nejati Shadrokh Samavi Nader Karimi S. M. Reza Soroushmehr Shahram Shirani Iman Roosta Kayvan Najarian Surface area-based focus criterion for multi-focus image fusion. 284-295 2017 36 Inf. Fusion https://doi.org/10.1016/j.inffus.2016.12.009 db/journals/inffus/inffus36.html#NejatiSKSSRN17

Maryam Karimi Shadrokh Samavi Nader Karimi S. M. Reza Soroushmehr Weisi Lin Kayvan Najarian Quality assessment of retargeted images by salient region deformity analysis. 108-118 2017 43 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2016.12.011 db/journals/jvcir/jvcir43.html#KarimiSKSLN17

M. Heidari Shadrokh Samavi S. Mohamad R. Soroushmehr Shahram Shirani Nader Karimi Kayvan Najarian Framework for robust blind image watermarking based on classification of attacks. 23459-23479 2017 76 Multim. Tools Appl. 22 https://doi.org/10.1007/s11042-016-4150-3 db/journals/mta/mta76.html#HeidariSSSKN17

Sardar Ansari Kevin R. Ward Kayvan Najarian Motion Artifact Suppression in Impedance Pneumography Signal for Portable Monitoring of Respiration: An Adaptive Approach. 387-398 2017 21 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2016.2524646 https://www.wikidata.org/entity/Q50715687 db/journals/titb/titb21.html#AnsariWN17

Maryam Karimi Mansour Nejati S. M. Reza Soroushmehr Shadrokh Samavi Nader Karimi Kayvan Najarian Blind Stereo Quality Assessment Based on Learned Features From Binocular Combined Images. 2475-2489 2017 19 IEEE Trans. Multim. 11 https://doi.org/10.1109/TMM.2017.2699082 db/journals/tmm/tmm19.html#KarimiNSSKN17

Lu Wang Sardar Ansari Kayvan Najarian Kevin R. Ward Kenn R. Oldham Estimation of peripheral artery radius using non-invasive sensors and Kalman filtering of local dynamics. 807-812 2017 ACC https://doi.org/10.23919/ACC.2017.7963052 conf/amcc/2017 db/conf/amcc/acc2017.html#WangANWO17 Fatima Zare Sardar Ansari Kayvan Najarian Sheida Nabavi Bias and Noise Cancellation for Robust Copy Number Variation Detection. 591 2017 BCB https://doi.org/10.1145/3107411.3108199 conf/bcb/2017 db/conf/bcb/bcb2017.html#ZareANN17 Fatima Zare Sardar Ansari Kayvan Najarian Sheida Nabavi Noise cancellation for robust copy number variation detection using next generation sequencing data. 230-236 2017 BIBM https://doi.org/10.1109/BIBM.2017.8217654 https://doi.ieeecomputersociety.org/10.1109/BIBM.2017.8217654 conf/bibm/2017 db/conf/bibm/bibm2017.html#ZareANN17 Zhi Li S. M. Reza Soroushmehr Yingqi Hua Min Mao Yunping Qiu Kayvan Najarian Classifying osteosarcoma patients using machine learning approaches. 82-85 2017 EMBC https://doi.org/10.1109/EMBC.2017.8036768 https://www.wikidata.org/entity/Q45944662 conf/embc/2017 db/conf/embc/embc2017.html#LiSHMQN17 Somayeh Molaei Mohammad Ebrahim Shiri Kelsey Horan Delaram Kahrobaei Brahmajee K. Nallamothu Kayvan Najarian Deep Convolutional Neural Networks for left ventricle segmentation. 668-671 2017 EMBC https://doi.org/10.1109/EMBC.2017.8036913 https://www.wikidata.org/entity/Q47635799 conf/embc/2017 db/conf/embc/embc2017.html#MolaeiSHKNN17 Nasrin Tavakoli Maryam Karimi Mansour Nejati Nader Karimi S. M. Reza Soroushmehr Shadrokh Samavi Kayvan Najarian Abnormality detection of mammograms by discriminative dictionary learning on DSIFT descriptors. 1740-1743 2017 EMBC https://doi.org/10.1109/EMBC.2017.8037179 https://www.wikidata.org/entity/Q50070615 conf/embc/2017 db/conf/embc/embc2017.html#TavakoliKNKSSN17 Sardar Ansari Somayeh Molaei Kenn Richard Oldham Michael Heung Kevin R. Ward Kayvan Najarian An extended Kalman filter with inequality constraints for real-time detection of intradialytic hypotension. 2227-2230 2017 EMBC https://doi.org/10.1109/EMBC.2017.8037297 https://www.wikidata.org/entity/Q47635089 conf/embc/2017 db/conf/embc/embc2017.html#AnsariMOHWN17 Negar Farzaneh S. M. Reza Soroushmehr Craig A. Williamson Cheng Jiang 0003 Ashok Srinivasan Jayapalli R. Bapuraj Kevin R. Ward Frederick K. Korley Kayvan Najarian Automated subdural hematoma segmentation for traumatic brain injured (TBI) patients. 3069-3072 2017 EMBC https://doi.org/10.1109/EMBC.2017.8037505 https://www.wikidata.org/entity/Q45944591 conf/embc/2017 db/conf/embc/embc2017.html#FarzanehSWJSBWK17 Negar Farzaneh Samuel Habbo-Gavin S. M. Reza Soroushmehr Hirenkumar Patel David Paul Fessell Kevin R. Ward Kayvan Najarian Atlas based 3D liver segmentation using adaptive thresholding and superpixel approaches. 1093-1097 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7952325 conf/icassp/2017 db/conf/icassp/icassp2017.html#FarzanehHSPFWN17 Mansour Nejati Maryam Karimi S. M. Reza Soroushmehr Nader Karimi Shadrokh Samavi Kayvan Najarian Fast exposure fusion using exposedness function. 2234-2238 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296679 conf/icip/2017 db/conf/icip/icip2017.html#NejatiKSKSN17

Zohreh HosseinKhani Mohsen Hajabdollahi Nader Karimi S. M. Reza Soroushmehr Shahram Shirani Shadrokh Samavi Kayvan Najarian Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications. 2017 abs/1707.05975 CoRR http://arxiv.org/abs/1707.05975 db/journals/corr/corr1707.html#HosseinKhaniHKS17

Maryam Karimi Najmeh Soltanian Shadrokh Samavi Nader Karimi S. M. Reza Soroushmehr Kayvan Najarian Blind Stereo Image Quality Assessment Inspired by Brain Sensory-Motor Fusion. 2017 abs/1709.00725 CoRR http://arxiv.org/abs/1709.00725 db/journals/corr/corr1709.html#abs-1709-00725

Zohreh HosseinKhani Mohsen Hajabdollahi Nader Karimi S. Mohamad R. Soroushmehr Shahram Shirani Kayvan Najarian Shadrokh Samavi Adaptive Real-Time Removal of Impulse Noise in Medical Images. 2017 abs/1709.02270 CoRR http://arxiv.org/abs/1709.02270 db/journals/corr/corr1709.html#abs-1709-02270

Hamid R. Fazlali Nader Karimi S. M. Reza Soroushmehr Shahram Shirani Brahmajee K. Nallamothu Kevin R. Ward Shadrokh Samavi Kayvan Najarian Vessel Segmentation and Catheter Detection in X-Ray Angiograms Using Superpixels. 2017 abs/1709.02741 CoRR http://arxiv.org/abs/1709.02741 db/journals/corr/corr1709.html#abs-1709-02741

Maedeh Jamali Shima Rafiee S. M. Reza Soroushmehr Nader Karimi Shahram Shirani Kayvan Najarian Shadrokh Samavi Adaptive Blind Image Watermarking Using Fuzzy Inference System Based on Human Visual Perception. 2017 abs/1709.06536 CoRR http://arxiv.org/abs/1709.06536 db/journals/corr/corr1709.html#abs-1709-06536

Ebrahim Nasr-Esfahani Shima Rafiee Mohammad H. Jafari 0001 Nader Karimi James S. Wrobel S. M. Reza Soroushmehr Shadrokh Samavi Kayvan Najarian Dense Fully Convolutional Network for Skin Lesion Segmentation. 2017 abs/1712.10207 CoRR http://arxiv.org/abs/1712.10207 db/journals/corr/corr1712.html#abs-1712-10207

Nader Karimi Shadrokh Samavi S. M. Reza Soroushmehr Shahram Shirani Kayvan Najarian Toward practical guideline for design of image compression algorithms for biomedical applications. 360-367 2016 56 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2016.02.047 db/journals/eswa/eswa56.html#KarimiSSSN16

Mansour Nejati Shadrokh Samavi Harm Derksen Kayvan Najarian Denoising by low-rank and sparse representations. 28-39 2016 36 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2016.01.004 db/journals/jvcir/jvcir36.html#NejatiSDN16

Mansour Nejati Shadrokh Samavi Nader Karimi S. Mohamad R. Soroushmehr Kayvan Najarian Boosted Dictionary Learning for Image Compression. 4900-4915 2016 25 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2016.2598483 db/journals/tip/tip25.html#NejatiSKSN16

S. Mohamad R. Soroushmehr Abhishek Bafna S. Sinha Brahmajee K. Nallamothu Kevin Ward Kayvan Najarian Quantitative measurement of vasculature in coronary angiogram videos. 176-179 2016 BHI https://doi.org/10.1109/BHI.2016.7455863 conf/bhi/2016 db/conf/bhi/bhi2016.html#SoroushmehrBSNW16 Sardar Ansari Negar Farzaneh Michael Heung Kenn R. Oldham Harm Derksen Kevin R. Ward Kayvan Najarian Real-time detection of intradialytic hypotension using a novel polyvinylidene fluoride based sensor. 493-496 2016 BHI https://doi.org/10.1109/BHI.2016.7455942 conf/bhi/2016 db/conf/bhi/bhi2016.html#AnsariFHODWN16 Ebrahim Nasr-Esfahani Shadrokh Samavi Nader Karimi S. M. Reza Soroushmehr Kevin Ward Mohammad H. Jafari 0001 Banafsheh Felfeliyan Brahmajee K. Nallamothu Kayvan Najarian Vessel extraction in X-ray angiograms using deep learning. 643-646 2016 EMBC https://doi.org/10.1109/EMBC.2016.7590784 https://www.wikidata.org/entity/Q47946835 conf/embc/2016 db/conf/embc/embc2016.html#Nasr-EsfahaniSK16 Maedeh Jamali Shadrokh Samavi Nader Karimi S. Mohamad R. Soroushmehr Kevin Ward Kayvan Najarian Robust watermarking in non-ROI of medical images based on DCT-DWT. 1200-1203 2016 EMBC https://doi.org/10.1109/EMBC.2016.7590920 https://www.wikidata.org/entity/Q38924186 conf/embc/2016 db/conf/embc/embc2016.html#JamaliSKSWN16 Mohammad H. Jafari 0001 Shadrokh Samavi Nader Karimi S. Mohamad R. Soroushmehr Kevin Ward Kayvan Najarian Automatic detection of melanoma using broad extraction of features from digital images. 1357-1360 2016 EMBC https://doi.org/10.1109/EMBC.2016.7590959 https://www.wikidata.org/entity/Q33453120 conf/embc/2016 db/conf/embc/embc2016.html#JafariSKSWN16 Ebrahim Nasr-Esfahani Shadrokh Samavi Nader Karimi S. Mohamad R. Soroushmehr Mohammad H. Jafari 0001 Kevin Ward Kayvan Najarian Melanoma detection by analysis of clinical images using convolutional neural network. 1373-1376 2016 EMBC https://doi.org/10.1109/EMBC.2016.7590963 https://www.wikidata.org/entity/Q47945686 conf/embc/2016 db/conf/embc/embc2016.html#Nasr-EsfahaniSK16a M. Amin Khorsandi Nader Karimi Shadrokh Samavi Mohsen Hajabdollahi S. Mohamad R. Soroushmehr Kevin Ward Kayvan Najarian Hardware image assessment for wireless endoscopy capsules. 2050-2053 2016 EMBC https://doi.org/10.1109/EMBC.2016.7591130 https://www.wikidata.org/entity/Q38923995 conf/embc/2016 db/conf/embc/embc2016.html#KhorsandiKSHSWN16 Somayeh Molaei Frederick K. Korley S. M. Reza Soroushmehr Hayley Falk Haris I. Sair Kevin Ward Kayvan Najarian A machine learning based approach for identifying traumatic brain injury patients for whom a head CT scan can be avoided. 2258-2261 2016 EMBC https://doi.org/10.1109/EMBC.2016.7591179 https://www.wikidata.org/entity/Q45948286 conf/embc/2016 db/conf/embc/embc2016.html#MolaeiKSFSWN16 Mahsa Kadkhodaei Shadrokh Samavi Nader Karimi Hoda Mohaghegh S. Mohamad R. Soroushmehr Kevin Ward Angelo All Kayvan Najarian Automatic segmentation of multimodal brain tumor images based on classification of super-voxels. 5945-5948 2016 EMBC https://doi.org/10.1109/EMBC.2016.7592082 https://www.wikidata.org/entity/Q47941376 conf/embc/2016 db/conf/embc/embc2016.html#KadkhodaeiSKMSW16 Negar Farzaneh Shadrokh Samavi S. M. Reza Soroushmehr Hirenkumar Patel Samuel Habbo-Gavin David Paul Fessell Kevin R. Ward Kayvan Najarian Liver segmentation using location and intensity probabilistic atlases. 6453-6456 2016 EMBC https://doi.org/10.1109/EMBC.2016.7592206 https://www.wikidata.org/entity/Q47940877 conf/embc/2016 db/conf/embc/embc2016.html#FarzanehSSPHFWN16 Mansour Nejati Shadrokh Samavi Nader Karimi S. M. Reza Soroushmehr Kayvan Najarian Boosted multi-scale dictionaries for image compression. 1130-1134 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7471852 conf/icassp/2016 db/conf/icassp/icassp2016.html#NejatiSKSN16 Hoda Mohaghegh Shadrokh Samavi Nader Karimi S. Mohamad R. Soroushmehr Kayvan Najarian Depth estimation from single images using modified stacked generalization. 1621-1625 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7471951 conf/icassp/2016 db/conf/icassp/icassp2016.html#MohagheghSKSN16 Mansour Nejati Shadrokh Samavi S. M. Reza Soroushmehr Kayvan Najarian Coherence regularized dictionary learning. 4717-4721 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472572 conf/icassp/2016 db/conf/icassp/icassp2016.html#NejatiSSN16 Banafsheh Felfelian Hamid R. Fazlali Nader Karimi S. Mohamad R. Soroushmehr Shadrokh Samavi Brahmajee K. Nallamothu Kayvan Najarian Vessel segmentation in low contrast X-ray angiogram images. 375-379 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532382 conf/icip/2016 db/conf/icip/icip2016.html#FelfelianFKSSNN16 Mohammad H. Jafari 0001 Shadrokh Samavi S. Mohamad R. Soroushmehr Hoda Mohaghegh Nader Karimi Kayvan Najarian Set of descriptors for skin cancer diagnosis using non-dermoscopic color images. 2638-2642 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532837 conf/icip/2016 db/conf/icip/icip2016.html#JafariSSMKN16 Mohammad H. Jafari 0001 Nader Karimi Ebrahim Nasr-Esfahani Shadrokh Samavi S. Mohamad R. Soroushmehr Kevin R. Ward Kayvan Najarian Skin lesion segmentation in clinical images using deep learning. 337-342 2016 ICPR https://doi.org/10.1109/ICPR.2016.7899656 conf/icpr/2016 db/conf/icpr/icpr2016.html#JafariKNSSWN16 Hoda Mohaghegh Nader Karimi S. Mohamad R. Soroushmehr Shadrokh Samavi Kayvan Najarian Single image depth estimation using joint local-global features. 727-732 2016 ICPR https://doi.org/10.1109/ICPR.2016.7899721 conf/icpr/2016 db/conf/icpr/icpr2016.html#MohagheghKSSN16 M. Amin Khorsandi Nader Karimi S. Mohamad R. Soroushmehr Mohsen Hajabdollahi Shadrokh Samavi Kevin Ward Kayvan Najarian Radon transform inspired method for hand gesture recognition. 1053-1058 2016 ICPR https://doi.org/10.1109/ICPR.2016.7899775 conf/icpr/2016 db/conf/icpr/icpr2016.html#KhorsandiKSHSWN16 Zohreh HosseinKhani Nader Karimi S. Mohamad R. Soroushmehr Mohsen Hajabdollahi Shadrokh Samavi Kevin Ward Kayvan Najarian Real-time removal of random value impulse noise in medical images. 3916-3921 2016 ICPR https://doi.org/10.1109/ICPR.2016.7900246 conf/icpr/2016 db/conf/icpr/icpr2016.html#HosseinKhaniKSH16

Mohammad H. Jafari 0001 Ebrahim Nasr-Esfahani Nader Karimi S. M. Reza Soroushmehr Shadrokh Samavi Kayvan Najarian Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning. 2016 abs/1609.02374 CoRR http://arxiv.org/abs/1609.02374 db/journals/corr/corr1609.html#JafariNKSSN16

Ebrahim Nasr-Esfahani Nader Karimi S. M. Reza Soroushmehr M. Hossein Jafari M. Amin Khorsandi Shadrokh Samavi Kayvan Najarian Hand Gesture Recognition for Contactless Device Control in Operating Rooms. 2016 abs/1611.04138 CoRR http://arxiv.org/abs/1611.04138 db/journals/corr/corr1611.html#Nasr-EsfahaniKS16

Kayvan Najarian Kevin R. Ward Shahram Shirani Biomedical Signal and Image Processing for Clinical Decision Support Systems 2014. 974592:1-974592:2 2015 2015 Comput. Math. Methods Medicine https://doi.org/10.1155/2015/974592 https://www.wikidata.org/entity/Q42733096 db/journals/cmmm/cmmm2015.html#NajarianWS15

S. M. Reza Soroushmehr Pavani Davuluri Somayeh Molaei Rosalyn Hobson Hargraves Yang Tang Charles H. Cockrell Kevin Ward Kayvan Najarian Spleen Segmentation and Assessment in CT Images for Traumatic Abdominal Injuries. 87:1-87:11 2015 39 J. Medical Syst. 9 https://doi.org/10.1007/s10916-015-0271-x https://www.wikidata.org/entity/Q50877436 db/journals/jms/jms39.html#SoroushmehrDMHT15

Sardar Ansari Kevin Ward Kayvan Najarian Epsilon-Tube Filtering: Reduction of High-Amplitude Motion Artifacts From Impedance Plethysmography Signal. 406-417 2015 19 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2014.2316287 https://www.wikidata.org/entity/Q87662109 db/journals/titb/titb19.html#AnsariWN15

Sardar Ansari Ashwin Belle Kayvan Najarian Multi-modal Integrated Approach towards Reducing False Arrhythmia Alarms During Continuous Patient Monitoring: the PhysioNet Challenge 2015. 1181-1184 2015 CinC http://www.cinc.org/archives/2015/pdf/1181.pdf https://doi.org/10.1109/CIC.2015.7411127 conf/cinc/2015 db/conf/cinc/cinc2015.html#AnsariBN15 S. Mohamad Reza Soroushmehr Abhishek Bafna Steven Schlosser Kevin Ward Harm Derksen Kayvan Najarian CT image segmentation in traumatic brain injury. 2973-2976 2015 EMBC https://doi.org/10.1109/EMBC.2015.7319016 https://www.wikidata.org/entity/Q49040212 conf/embc/2015 db/conf/embc/embc2015.html#SoroushmehrBSWD15 Salome Kazeminia Nader Karimi S. M. Reza Soroushmehr Shadrokh Samavi Harm Derksen Kayvan Najarian Region of interest extraction for lossless compression of bone X-ray images. 3061-3064 2015 EMBC https://doi.org/10.1109/EMBC.2015.7319038 https://www.wikidata.org/entity/Q40138465 conf/embc/2015 db/conf/embc/embc2015.html#KazeminiaKSSDN15 Hoda Mohaghegh Nader Karimi S. M. Reza Soroushmehr Shadrokh Samavi Kayvan Najarian Adaptive stereo medical image watermarking using non-corresponding blocks. 4214-4217 2015 EMBC https://doi.org/10.1109/EMBC.2015.7319324 https://www.wikidata.org/entity/Q40137965 conf/embc/2015 db/conf/embc/embc2015.html#MohagheghKSSN15 Hamid R. Fazlali Nader Karimi S. Mohamad R. Soroushmehr Shadrokh Samavi Brahmajee K. Nallamothu Harm Derksen Kayvan Najarian Robust catheter identification and tracking in X-ray angiographic sequences. 7901-7904 2015 EMBC https://doi.org/10.1109/EMBC.2015.7320224 https://www.wikidata.org/entity/Q48634357 conf/embc/2015 db/conf/embc/embc2015.html#FazlaliKSSNDN15 Mansour Nejati Shadrokh Samavi S. M. Reza Soroushmehr Kayvan Najarian Low-rank regularized collaborative filtering for image denoising. 730-734 2015 ICIP https://doi.org/10.1109/ICIP.2015.7350895 conf/icip/2015 db/conf/icip/icip2015.html#NejatiSSN15 Salome Kazeminia Nader Karimi Behzad Mirmahboub S. Mohamad R. Soroushmehr Shadrokh Samavi Kayvan Najarian Bone extraction in X-ray images by analysis of line fluctuations. 882-886 2015 ICIP https://doi.org/10.1109/ICIP.2015.7350926 conf/icip/2015 db/conf/icip/icip2015.html#KazeminiaKMSSN15 Hamid R. Fazlali Nader Karimi S. Mohamad R. Soroushmehr S. Sinha Shadrokh Samavi Brahmajee K. Nallamothu Kayvan Najarian Vessel region detection in coronary X-ray angiograms. 1493-1497 2015 ICIP https://doi.org/10.1109/ICIP.2015.7351049 conf/icip/2015 db/conf/icip/icip2015.html#FazlaliKSSSNN15 Fatemeh Afghah Abolfazl Razi S. M. Reza Soroushmehr Somayeh Molaei Hamid Ghanbari Kayvan Najarian A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm. 118-130 2015 ICSH https://doi.org/10.1007/978-3-319-29175-8_11 conf/icsh/2015 db/conf/icsh/icsh2015.html#AfghahRSMGN15

Fatemeh Afghah Abolfazl Razi Kayvan Najarian A Shapley Value Solution to Game Theoretic-based Feature Reduction in False Alarm Detection. 2015 abs/1512.01680 CoRR http://arxiv.org/abs/1512.01680 db/journals/corr/corr1512.html#AfghahRN15

Jie Wu 0002 Ashwin Belle Rosalyn Hobson Hargraves Charles Cockrell Yang Tang Kayvan Najarian Bone segmentation and 3D visualization of CT images for traumatic pelvic injuries. 29-38 2014 24 Int. J. Imaging Syst. Technol. 1 https://doi.org/10.1002/ima.22076 db/journals/imst/imst24.html#0002BHCTN14

Abolfazl Razi Fatemeh Afghah Ashwin Belle Kevin Ward Kayvan Najarian Blood loss severity prediction using game theoretic based feature selection. 776-780 2014 BHI https://doi.org/10.1109/BHI.2014.6864479 conf/bhi/2014 db/conf/bhi/bhi2014.html#RaziABWN14 Leila Ghaedi Riki Gottlieb David C. Sarrett Amid Ismail Ashwin Belle Kayvan Najarian Rosalyn Hobson Hargraves An automated dental caries detection and scoring system for optical images of tooth occlusal surface. 1925-1928 2014 EMBC https://doi.org/10.1109/EMBC.2014.6943988 https://www.wikidata.org/entity/Q53078265 conf/embc/2014 db/conf/embc/embc2014.html#GhaediGSIBNH14 Ashwin Belle Soo-Yeon Ji Wenan Chen Toan Huynh Kayvan Najarian Rule-based Computer Aided Decision Making for Traumatic Brain Injuries. 229-259 2014 Machine Learning in Healthcare Informatics https://doi.org/10.1007/978-3-642-40017-9_11 series/isrl/56 db/series/isrl/isrl56.html#BelleJCHN14

Babak Seyed Aghazadeh Morteza Khaleghi Ramana Pidaparti Kayvan Najarian Intracranial pressure (ICP) level estimation using textural features of brain CT images. 130-137 2013 1 Comput. methods Biomech. Biomed. Eng. Imaging Vis. 3 https://doi.org/10.1080/21681163.2013.773651 db/journals/cmbbeiv/cmbbeiv1.html#AghazadehKPN13

Kayvan Najarian Kevin R. Ward Shahram Shirani Biomedical Signal and Image Processing for Clinical Decision Support Systems. 2013 2013 Comput. Math. Methods Medicine https://doi.org/10.1155/2013/578320 https://www.wikidata.org/entity/Q42113808 db/journals/cmmm/cmmm2013.html#NajarianWS13 578320:1-578320:2

Varun Oswal Ashwin Belle Robert F. Diegelmann Kayvan Najarian An Entropy-Based Automated Cell Nuclei Segmentation and Quantification: Application in Analysis of Wound Healing Process. 2013 2013 Comput. Math. Methods Medicine https://doi.org/10.1155/2013/592790 https://www.wikidata.org/entity/Q42002091 db/journals/cmmm/cmmm2013.html#OswalBDN13 592790:1-592790:10

Wenan Chen Charles H. Cockrell Kevin Ward Kayvan Najarian Predictability of intracranial pressure level in traumatic brain injury: features extraction, statistical analysis and machine learning-based evaluation. 480-494 2013 8 Int. J. Data Min. Bioinform. 4 https://doi.org/10.1504/IJDMB.2013.056617 https://www.wikidata.org/entity/Q44992440 db/journals/ijdmb/ijdmb8.html#ChenCWN13

Xuguang Qi Ashwin Belle Sharad Shandilya Kayvan Najarian Wenan Chen Rosalyn Hobson Hargraves Charles Cockrell Automated Intracranial Pressure Prediction Using Multiple Features Sources. 1-4 2013 ICISA https://doi.ieeecomputersociety.org/10.1109/ICISA.2013.6579432 conf/icisa/2013 db/conf/icisa/icisa2013.html#QiBSNCHC13

Sumeyra U. Demir Roya Hakimzadeh Rosalyn Hobson Hargraves Kevin R. Ward Eric V. Myer Kayvan Najarian An automated method for analysis of microcirculation videos for accurate assessment of tissue perfusion. 37 2012 12 BMC Medical Imaging https://doi.org/10.1186/1471-2342-12-37 https://www.wikidata.org/entity/Q34519967 db/journals/bmcmi/bmcmi12.html#DemirHHWMN12

Ashwin Belle Rosalyn Hobson Hargraves Kayvan Najarian An Automated Optimal Engagement and Attention Detection System Using Electrocardiogram. 2012 2012 Comput. Math. Methods Medicine https://doi.org/10.1155/2012/528781 https://www.wikidata.org/entity/Q42286242 db/journals/cmmm/cmmm2012.html#BelleHN12 528781:1-528781:12

Pavani Davuluri Jie Wu 0002 Yang Tang Charles H. Cockrell Kevin R. Ward Kayvan Najarian Rosalyn Hobson Hargraves Hemorrhage Detection and Segmentation in Traumatic Pelvic Injuries. 2012 2012 Comput. Math. Methods Medicine https://doi.org/10.1155/2012/898430 https://www.wikidata.org/entity/Q36162981 db/journals/cmmm/cmmm2012.html#DavuluriWTCWNH12 898430:1-898430:12

Jie Wu 0002 Pavani Davuluri Kevin Ward Charles Cockrell Rosalyn S. Hobson Kayvan Najarian Fracture Detection in Traumatic Pelvic CT Images. 2012 2012 Int. J. Biomed. Imaging https://doi.org/10.1155/2012/327198 https://www.wikidata.org/entity/Q30471241 db/journals/ijbi/ijbi2012.html#WuDWCHN12 327198:1-327198:10

Sharad Shandilya Kevin Ward Michael Kurz Kayvan Najarian Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning. 116 2012 12 BMC Medical Informatics Decis. Mak. https://doi.org/10.1186/1472-6947-12-116 https://www.wikidata.org/entity/Q34445692 db/journals/midm/midm12.html#ShandilyaWKN12

Sardar Ansari Ashwin Belle Kevin Ward Rosalyn S. Hobson Kayvan Najarian Reduction of periodic motion artifacts from impedance plethysmography. 540-547 2011 BIBM Workshops https://doi.org/10.1109/BIBMW.2011.6112427 https://doi.ieeecomputersociety.org/10.1109/BIBMW.2011.6112427 conf/bibm/2011w db/conf/bibm/bibmw2011.html#AnsariBWHN11 Pavani Davuluri Jie Wu 0002 Ashwin Belle Charles H. Cockrell Yang Tang Kevin Ward Kayvan Najarian Rosalyn Hobson Hargraves A hybrid approach for hemorrhage segmentation in pelvic CT scans. 548-554 2011 BIBM Workshops https://doi.org/10.1109/BIBMW.2011.6112428 https://doi.ieeecomputersociety.org/10.1109/BIBMW.2011.6112428 conf/bibm/2011w db/conf/bibm/bibmw2011.html#DavuluriWBCTWNH11 Ashwin Belle Rosalyn S. Hobson Kayvan Najarian A physiological signal processing system for optimal engagement and attention detection. 555-561 2011 BIBM Workshops https://doi.org/10.1109/BIBMW.2011.6112429 https://doi.ieeecomputersociety.org/10.1109/BIBMW.2011.6112429 conf/bibm/2011w db/conf/bibm/bibmw2011.html#BelleHN11 Jie Wu 0002 Pavani Davuluri Ashwin Belle Charles H. Cockrell Yang Tang Kevin Ward Rosalyn S. Hobson Kayvan Najarian Fracture detection and quantitative measure of displacement in pelvic CT images. 600-606 2011 BIBM Workshops https://doi.org/10.1109/BIBMW.2011.6112437 https://doi.ieeecomputersociety.org/10.1109/BIBMW.2011.6112437 conf/bibm/2011w db/conf/bibm/bibmw2011.html#WuDBCTWHN11 Wenan Chen Kevin Ward Qi Li 0035 Vojislav Kecman Kayvan Najarian Nathan B. Menke Agent based modeling of blood coagulation system: Implementation using a GPU based high speed framework. 145-148 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6089915 https://www.wikidata.org/entity/Q44972323 conf/embc/2011 db/conf/embc/embc2011.html#ChenWLKNM11 Yurong Luo Abed Al-Raoof Bsoul Kayvan Najarian Confidence-based classification with dynamic conformal prediction and its applications in biomedicine. 353-356 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6090116 https://www.wikidata.org/entity/Q43550989 conf/embc/2011 db/conf/embc/embc2011.html#LuoBN11 Sardar Ansari Kevin Ward Kayvan Najarian ε-tube regression: A new method for motion artifact reduction. 2736-2739 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6090750 https://www.wikidata.org/entity/Q44972340 conf/embc/2011 db/conf/embc/embc2011.html#AnsariWN11 Jie Wu 0002 Pavani Davuluri Kevin Ward Charles Cockrell Rosalyn S. Hobson Kayvan Najarian A new hierarchical method for multi-level segmentation of bone in pelvic CT scans. 3399-3402 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6090920 https://www.wikidata.org/entity/Q44972344 conf/embc/2011 db/conf/embc/embc2011.html#0002DWCHN11 Pavani Davuluri Jie Wu 0002 Kevin R. Ward Charles H. Cockrell Kayvan Najarian Rosalyn S. Hobson An automated method for hemorrhage detection in traumatic pelvic injuries. 5108-5111 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6091265 https://www.wikidata.org/entity/Q44972353 conf/embc/2011 db/conf/embc/embc2011.html#Davuluri0WCNH11

Simina Vasilache Nazanin Mirshahi Soo-Yeon Ji James Mottonen Donald J. Jacobs Kayvan Najarian A Signal Processing Method to Explore Similarity in Protein Flexibility. 2010 2010 Adv. Bioinformatics https://doi.org/10.1155/2010/454671 https://www.wikidata.org/entity/Q30398029 db/journals/abi/abi2010.html#VasilacheMJMJN10 454671:1-454671:8

Sardar Ansari Kayvan Najarian Kevin Ward Adaptive set-membership normalized least mean squares: An adaptive filter for the systems with bounded noise. 179-184 2010 BIBM Workshops https://doi.org/10.1109/BIBMW.2010.5703795 conf/bibm/2010w db/conf/bibm/bibmw2010.html#AnsariNW10 Simina Vasilache Rebecca Smith Jie Wu 0002 Pavani Davuluri Kevin Ward Kayvan Najarian Charles Cockrell Predicting pelvic trauma severity using features extracted from records and X-ray and CT images. 430-431 2010 BIBM Workshops https://doi.org/10.1109/BIBMW.2010.5703840 conf/bibm/2010w db/conf/bibm/bibmw2010.html#VasilacheS0DWNC10 Sharad Shandilya Kevin R. Ward Kayvan Najarian A time-series approach for shock outcome prediction using machine learning. 440-446 2010 BIBM Workshops https://doi.org/10.1109/BIBMW.2010.5703842 conf/bibm/2010w db/conf/bibm/bibmw2010.html#ShandilyaWN10 Abed Al-Raoof Bsoul Kevin Ward Kayvan Najarian Soo-Yeon Ji A unified signal processing and machine learning method for detection of abnormal heart beats using Electrocardiogram. 453-460 2010 BIBM Workshops https://doi.org/10.1109/BIBMW.2010.5703844 conf/bibm/2010w db/conf/bibm/bibmw2010.html#BsoulWNJ10 Sardar Ansari Ashwin Belle Kayvan Najarian Kevin Ward Impedance plethysmography on the arms: Respiration monitoring. 471-472 2010 BIBM Workshops https://doi.org/10.1109/BIBMW.2010.5703847 conf/bibm/2010w db/conf/bibm/bibmw2010.html#AnsariBNW10 Wenan Chen Charles Cockrell Kevin Ward Kayvan Najarian Intracranial pressure level prediction in traumatic brain injury by extracting features from multiple sources and using machine learning methods. 510-515 2010 BIBM https://doi.org/10.1109/BIBM.2010.5706619 https://doi.ieeecomputersociety.org/10.1109/BIBM.2010.5706619 conf/bibm/2010 db/conf/bibm/bibm2010.html#ChenCWN10 Rebecca Smith Kevin Ward Charles Cockrell Jonathan Ha Kayvan Najarian Detection of fracture and quantitative assessment of displacement measures in pelvic X-RAY images. 682-685 2010 ICASSP https://doi.org/10.1109/ICASSP.2010.5495104 conf/icassp/2010 db/conf/icassp/icassp2010.html#SmithWCHN10 Wenan Chen Rebecca Smith Nooshin Nabizadeh Kevin Ward Charles Cockrell Jonathan Ha Kayvan Najarian Texture Analysis of Brain CT Scans for ICP Prediction. 568-575 2010 ICISP https://doi.org/10.1007/978-3-642-13681-8_66 conf/icisp/2010 db/conf/icisp/icisp2010.html#ChenSNWCHN10 Wenan Chen Kayvan Najarian Kevin Ward Actual Midline Estimation from Brain CT Scan Using Multiple Regions Shape Matching. 2552-2555 2010 ICPR https://doi.org/10.1109/ICPR.2010.625 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.625 conf/icpr/2010 db/conf/icpr/icpr2010.html#ChenNW10 Yurong Luo Kayvan Najarian Employing Decoding of Specific Error Correcting Codes as a New Classification Criterion in Multiclass Learning Problems. 4238-4241 2010 ICPR https://doi.org/10.1109/ICPR.2010.1030 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.1030 conf/icpr/2010 db/conf/icpr/icpr2010.html#LuoN10

Soo-Yeon Ji Rebecca Smith Toan Huynh Kayvan Najarian A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries. 2 2009 9 BMC Medical Informatics Decis. Mak. https://doi.org/10.1186/1472-6947-9-2 https://www.wikidata.org/entity/Q37140803 db/journals/midm/midm9.html#JiSHN09

Rebecca Smith Kayvan Najarian Kevin Ward A hierarchical method based on active shape models and directed Hough transform for segmentation of noisy biomedical images; application in segmentation of pelvic X-ray images. S2 2009 9 BMC Medical Informatics Decis. Mak. S-1 https://doi.org/10.1186/1472-6947-9-S1-S2 https://www.wikidata.org/entity/Q33515144 db/journals/midm/midm9S.html#SmithNW09

Wenan Chen Rebecca Smith Soo-Yeon Ji Kevin R. Ward Kayvan Najarian Automated ventricular systems segmentation in brain CT images by combining low-level segmentation and high-level template matching. S4 2009 9 BMC Medical Informatics Decis. Mak. S-1 https://doi.org/10.1186/1472-6947-9-S1-S4 https://www.wikidata.org/entity/Q33515147 db/journals/midm/midm9S.html#ChenSJWN09

Soo-Yeon Ji Kevin Ward Kayvan Najarian Brain mapping and detection of functional patterns in fMRI using wavelet transform; application in detection of dyslexia. S6 2009 9 BMC Medical Informatics Decis. Mak. S-1 https://doi.org/10.1186/1472-6947-9-S1-S6 https://www.wikidata.org/entity/Q33515149 db/journals/midm/midm9S.html#JiWN09

Simina Vasilache Kevin Ward Charles Cockrell Jonathan Ha Kayvan Najarian Unified wavelet and gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images. S8 2009 9 BMC Medical Informatics Decis. Mak. S-1 https://doi.org/10.1186/1472-6947-9-S1-S8 https://www.wikidata.org/entity/Q33515153 db/journals/midm/midm9S.html#VasilacheWCHN09

Sardar Ansari Kayvan Najarian Kevin Ward Mohamad Hakam Tiba Extraction of Respiratory Rate from Impedance Signal Measured on Arm: A Portable Respiratory Rate Measurement Device. 197-202 2009 BIBM https://doi.org/10.1109/BIBM.2009.68 https://doi.ieeecomputersociety.org/10.1109/BIBM.2009.68 conf/bibm/2009 db/conf/bibm/bibm2009.html#AnsariNWT09 Wenan Chen Rebecca Smith Simina Vasilache Kayvan Najarian Kevin Ward Charles Cockrell Jonathan Ha Traumatic Pelvic Injury Outcome Prediction by Extracting Features from Relevant Medical Records and X-Ray Images. 291-294 2009 BIBM https://doi.org/10.1109/BIBM.2009.67 https://doi.ieeecomputersociety.org/10.1109/BIBM.2009.67 conf/bibm/2009 db/conf/bibm/bibm2009.html#ChenSVNWCH09 Roya Hakimzadeh Soo-Yeon Ji Rebecca Smith Kevin Ward Kasra Daneshvar Kayvan Najarian Processing of Transcranial Doppler for Assessment of Blood Volume Loss. 6-10 2009 IRI https://doi.org/10.1109/IRI.2009.5211620 conf/iri/2009 db/conf/iri/iri2009.html#HakimzadehJSWDN09

Dong Hyun Jeong Alireza Darvish Kayvan Najarian Jing Yang 0001 William Ribarsky Interactive visual analysis of time-series microarray data. 1053-1066 2008 24 Vis. Comput. 12 https://doi.org/10.1007/s00371-007-0205-9 db/journals/vc/vc24.html#JeongDNYR08

Simina Vasilache Rebecca Smith Soo-Yeon Ji Kayvan Najarian Toan Huynh Outcome prediction in traumatic pelvic injuries using maximum similarity and quality measures. 82-85 2008 IRI https://doi.org/10.1109/IRI.2008.4583009 conf/iri/2008 db/conf/iri/iri2008.html#VasilacheSJNH08 Soo-Yeon Ji Toan Huynh Kayvan Najarian An intelligent method for computer-aided trauma decision making system. 198-202 2007 conf/ACMse/2007 ACM Southeast Regional Conference https://doi.org/10.1145/1233341.1233377 db/conf/ACMse/ACMse2007.html#JiHN07 Soo-Yeon Ji Toan Huynh Kayvan Najarian A Comparative Medical Informatics Approach to Traumatic Pelvic Injuries. 188-193 2007 BIBM https://doi.org/10.1109/BIBM.2007.8 https://doi.ieeecomputersociety.org/10.1109/BIBM.2007.8 conf/bibm/2007 db/conf/bibm/bibm2007.html#JiHN07 Zhong Li Kayvan Najarian Biomedical Image Segmentation Based on Shape Stability. 281-284 2007 ICIP (6) https://doi.org/10.1109/ICIP.2007.4379576 conf/icip/2007 db/conf/icip/icip2007-6.html#LiN07a Christopher N. Eichelberger Kayvan Najarian Simulating protein computing: character recognition via probabilistic transition trees. 101-105 2006 GrC https://doi.org/10.1109/GRC.2006.1635766 conf/grc/2006 db/conf/grc/grc2006.html#EichelbergerN06

Kayvan Najarian Krishna Gopalakrishnan R. H. Zadeh Signal processing for functional analysis of protein mutants. 102-120 2005 1 Int. J. Bioinform. Res. Appl. 1 https://doi.org/10.1504/IJBRA.2005.006905 https://www.wikidata.org/entity/Q51899469 db/journals/ijbra/ijbra1.html#NajarianGZ05

Kayvan Najarian A Fixed-Distribution PAC Learning Theory for Neural FIR Models. 275-291 2005 25 J. Intell. Inf. Syst. 3 https://doi.org/10.1007/s10844-005-0194-y db/journals/jiis/jiis25.html#Najarian05

Alireza Darvish Kayvan Najarian Dong Hyun Jeong William Ribarsky System Identification and Nonlinear Factor Analysis for Discovery and Visualization of Dynamic Gene Regulatory Pathways. 76-81 2005 conf/cibcb/2005 CIBCB db/conf/cibcb/cibcb2005.html#DarvishNJR05

Kayvan Najarian Maryam Zaheri Ali Ajdari Rad Siamak Najarian Javad Dargahi A novel Mixture Model Method for identification of differentially expressed genes from DNA microarray data. 201 2004 5 BMC Bioinform. https://doi.org/10.1186/1471-2105-5-201 https://www.wikidata.org/entity/Q24809052 db/journals/bmcbi/bmcbi5.html#NajarianZRND04

Alireza Darvish EunSang Bak Krishna Gopalakrishnan R. H. Zadeh Kayvan Najarian A New Hierarchical Method for Identification of Dynamic Regulatory Pathways from Time-Series DNA Microarray Data. 602-603 2004 conf/csb/2004 CSB https://doi.org/10.1109/CSB.2004.1332513 https://doi.ieeecomputersociety.org/10.1109/CSB.2004.1332513 db/conf/csb/csb2004.html#DarvishBGZN04 Krishna Gopalakrishnan R. H. Zadeh Kayvan Najarian Alireza Darvish Computational Analysis and Classification of p53 Mutants According to Primary Structure. 694-695 2004 conf/csb/2004 CSB https://doi.org/10.1109/CSB.2004.1332547 https://doi.ieeecomputersociety.org/10.1109/CSB.2004.1332547 db/conf/csb/csb2004.html#GopalakrishnanZND04 EunSang Bak Kayvan Najarian Domain conversion with local posteriors for image segmentation. 745-748 2004 ICASSP (5) https://doi.org/10.1109/ICASSP.2004.1327218 conf/icassp/2004 db/conf/icassp/icassp2004.html#BakN04 EunSang Bak Kayvan Najarian Robust Segmentation Using Parametric and Nonparametric Local Spatial Posteriors. 626-630 2004 conf/itcc/2004-1 ITCC (1) https://doi.org/10.1109/ITCC.2004.1286535 https://doi.ieeecomputersociety.org/10.1109/ITCC.2004.1286535 db/conf/itcc/itcc2004-1.html#BakN04

Jianping Fan 0001 Xingquan Zhu 0001 Kayvan Najarian Lide Wu Accessing Video Contents through Key Objects over IP. 75-96 2003 21 Multim. Tools Appl. 1 https://doi.org/10.1023/A:1025086200838 db/journals/mta/mta21.html#FanZNW03

Krishna Gopalakrishnan Kayvan Najarian Prediction of Protein Function Using Signal Processing of Biochemical Properties. 536-538 2003 conf/csb/2003 CSB https://doi.org/10.1109/CSB.2003.1227400 https://doi.ieeecomputersociety.org/10.1109/CSB.2003.1227400 db/conf/csb/csb2003.html#GopalakrishnanN03

Kayvan Najarian FIR Volterra kernel neural models and PAC learning. 48-55 2002 7 Complex. 6 https://doi.org/10.1002/cplx.10042 db/journals/complexity/complexity7.html#Najarian02

Kayvan Najarian Learning Based Complexity Evaluation of Radial Basis Function Networks. 137-150 2002 16 Neural Process. Lett. 2 db/journals/npl/npl16.html#Najarian02 https://doi.org/10.1023/A:1019999408474

B. Muralikrishnan Kayvan Najarian J. Raja Process Mapping and Functional Correlation in Surface Metrology: A Novel Clustering Application. 29-32 2002 conf/icpr/2002 ICPR (1) https://doi.org/10.1109/ICPR.2002.1044581 https://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1044581 db/conf/icpr/icpr2002-1.html#MuralikrishnanNR02 Simin Nadjm-Tehrani Kayvan Najarian Calin Curescu Tomas Lingvall Teresa A. Dahlberg Adaptive load control algorithms for 3<sup>rd</sup> generation mobile networks. 104-111 2002 conf/mswim/2002 MSWiM https://doi.org/10.1145/570758.570777 db/conf/mswim/mswim2002.html#Nadjm-TehraniNCLD02

Kayvan Najarian On learning of Sigmoid Neural Networks. 39-45 2001 6 Complex. 4 https://doi.org/10.1002/cplx.1041 db/journals/complexity/complexity6.html#Najarian01

Kayvan Najarian On learning and computational complexity of FIR radial basis function networks. Part I. Learning of FIR RBFN's. 1321-1324 2001 ICASSP https://doi.org/10.1109/ICASSP.2001.941169 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2001.941169 conf/icassp/2001 db/conf/icassp/icassp2001.html#Najarian01 Kayvan Najarian On learning and computational complexity of FIR radial basis function networks. Part II. Complexity measures. 1325-1328 2001 ICASSP https://doi.org/10.1109/ICASSP.2001.941170 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2001.941170 conf/icassp/2001 db/conf/icassp/icassp2001.html#Najarian01a Kayvan Najarian Guy Albert Dumont Michael S. Davies Nancy E. Heckman Neural ARX Models and PAC Learning. 305-315 2000 conf/ai/2000 AI https://doi.org/10.1007/3-540-45486-1_25 https://www.wikidata.org/entity/Q61684534 db/conf/ai/ai2000.html#NajarianDDH00 Kayvan Najarian Guy Albert Dumont Michael S. Davies A learning-theory-based training algorithm for variable-structure dynamic neural modeling. 477-482 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.831542 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#NajarianDD99 Keith D. Aaronson Fatemeh Afghah Babak Seyed Aghazadeh Mahdi Ahmadi Mojtaba Akbari Olivia Alge Angelo All Ari Allyn-Feuer Maria Antonia Alvarez Sardar Ansari Juan Fernando Aristizabal Brian D. Athey Mason Baber Abhishek Bafna Mahnoosh Bagheri Maryam Bagherian EunSang Bak Jayapalli R. Bapuraj Ryan P. Barbaro Daniel A. Beard Ashwin Belle Erika Benavides Loris Bert Jonas Bianchi Ben E. Biesterveld Craig Biwer Alan P. Boyle Serge Brosset Abed Al-Raoof Bsoul Lingrui Cai Zhengdong Cai Jie Cao 0015 Brian E. Carlson Aron Aliaga Del Castillo Tonimarie Catalan Lucia H. S. Cevidanes Wenan Chen Shuyang Cheng Daniel J. Clauw Charles CockrellCharles H. Cockrell Fábio Costa Alfred Croteau Can Cui Calin Curescu Teresa A. Dahlberg Kasra Daneshvar Javad Dargahi Alireza Darvish Michael S. Davies Pavani Davuluri Romain Deleat-Besson Sumeyra U. Demir Harm Derksen Robert F. Diegelmann Ivo D. Dinov Enrique Domínguez Joshua Drews Guy Albert Dumont Maxime Dumont Christopher N. Eichelberger Ali Emami Reza Esfandiarpoor Elham Etemad Mohammad Etemad Karine Evangelista Hayley Falk Jianping Fan 0001 Negar Farzaneh Hamid R. Fazlali Banafsheh FelfelianBanafsheh Felfeliyan David Paul Fessell Jean-Christophe Fillion-Robin Chao Gao Zijun Gao Daniela Gamba Garib Leila Ghaedi Hamid Ghanbari Behzad Ghazanfari Jessica R. Golbus Liliane R. Gomes João Roberto Gonçalves Krishna Gopalakrishnan Riki Gottlieb Mya Gough Alexey Gribov Jonathan Gryak Feng Gu Pujitha Gunaratne Marcela Lima GurgelMarcela Gurgel Jonathan Ha Samuel Habbo-Gavin Mohsen Hajabdollahi Roya Hakimzadeh Rosalyn Hobson Hargraves Nancy E. Heckman M. Heidari Mark Hemmila Larry Hernandez Michael Heung Gerald A. Higgins Rosalyn S. Hobson Matthew Hodgman Mohsen Hooshmand Kelsey Horan Zohreh HosseinKhani Xinwei Hua Yingqi Hua Scott L. Hummel Toan Huynh Marcos Ioshida Howard Isenstein Amid Ismail Theodore J. Iwashyna Renju Jacob Donald J. Jacobs M. Hossein Jafari Mohammad H. Jafari 0001 Maedeh Jamali Dong Hyun Jeong Filip Jezek Soo-Yeon Ji Cheng Jiang 0003 Kylie Jungles Cauby Maia Chaves Junior Mahsa Kadkhodaei Delaram Kahrobaei Alexandr A. Kalinin Maryam Karimi Nader Karimi Salome Kazeminia Vojislav Kecman Pejman Khadivi Morteza Khaleghi M. Amin Khorsandi Renaid B. Kim Frederick K. Korley Anna Kratz Michael Kurz Sangeeta Lathkar-Pradhan Celia Le Deborah Lee Qi Li 0035 Rui Li Zhi Li Zhicong Li Zhong Li Kaiwen Lin Weisi Lin Tomas Lingvall Ezequiel López-Rubio Lu Lu Yurong Luo Cong Ma Haoyuan Ma Rajesh K. Malhan Min Mao Camila Massaro Michael Mathis Nathan B. Menke Rameez Merchant Andrew J. Meyer Alexandria Miller Cristian Minoccheri Behzad Mirmahboub Nazanin Mirshahi Abinash Mishra Hoda Mohaghegh Majid Mohrekesh Somayeh Molaei Miguel A. Molina-Cabello Ali Mostashari James Mottonen Sajad Mousavi B. Muralikrishnan Eric V. Myer Sheida Nabavi Nooshin Nabizadeh Simin Nadjm-Tehrani Siamak Najarian Brahmajee K. Nallamothu Ebrahim Nasr-Esfahani Mina Nasr-Esfahani Gisele Neiva Mansour Nejati An Nguyen Zaneta Nikolovska-Coleska Alireza Norouzi Heesoo Oh Kenn Richard OldhamKenn R. Oldham Gilbert S. Omenn Hakan Oral Varun Oswal Aditya S. Pandey Beatriz Paniagua Hirenkumar Patel Ramana Pidaparti Juan Carlos Prieto 0001Juan-Carlos Prieto 0001Juan Prieto 0001 Xuguang Qi Yunping Qiu Ali Ajdari Rad Shima RafieeShima Rafiei J. Raja Atefe Rajaeefar Flora Rajaei Krishna RajajeeVenkatakrishna Rajajee Rajan Ravikumar Farhan Raza Abolfazl Razi Narathip Reamaroon John Reavey-Cantwell Diego Rey Safiyeh Rezaei William Ribarsky Hector Rios Dennis J. Rivet II Iman Roosta Antonio C. Ruellas Elyas Sabeti Haris I. Sair Shadrokh Samavi Georgiana Sanders David C. Sarrett Maureen A. Sartor Noah A. Schenk Steven Schlosser Diane Shaltis Sharad Shandilya Rebecca Shen Shahram Shirani Mohammad Ebrahim Shiri Vladimir Shpilrain Maria Alves Garcia Silva S. Sinha Michael W. Sjoding Rebecca Smith Zahra Sobhaninia Fabiana Soki Najmeh Soltanian S. Mohamad R. SoroushmehrS. M. Reza SoroushmehrReza SoroushmehrSayed Mohammad Reza Soroushmehr S. Mohamad Reza Soroushmehr Maxwell T. Spadafore Ashok Srinivasan Erica B. Stein Ryan W. Stidham Victoria E. Sturgess Martin Styner Yang Tang Yi-Da Tang Nasrin Tavakoli Milad Tehrani Sophia Tesic Karl Thurnhofer-Hemsi Mohamad Hakam Tiba James Todd Neriman Tokcan Peter Toogood Najla Al Turkestani Domingo Uceda Jose Valladares-Neto Simina Vasilache Julie Wang Kai Wang Lu Wang Kevin WardKevin R. Ward Elisa Warner Kevin M. Wheelock Aaron M. Williams Craig A. Williamson Richard C. Wilson 0001 Emily Wittrup Alexander Wood James S. Wrobel Jie Wu 0002 Lide Wu Jing Yang 0001 Heming Yao Marilia Yatabe R. H. Zadeh Maryam Zaheri Ali Zare Fatima Zare Hamidreza Zarrabi Justin Zhang 0005 Linglin Zhang Shuangdi Zhang Wei Zhang Winston Zhang Yufeng Zhang Xingquan Zhu 0001