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Marius George Linguraru
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2020 – today
- 2025
- [j33]Sunder Ali Khowaja, Kapal Dev, Syed Muhammad Anwar, Marius George Linguraru:
SelfFed: Self-supervised federated learning for data heterogeneity and label scarcity in medical images. Expert Syst. Appl. 261: 125493 (2025) - 2024
- [c127]Daniel Capellán-Martín, Abhijeet Parida, Juan J. Gómez-Valverde, Ramon Sánchez-Jacob, Pooneh Roshanitabrizi, Marius George Linguraru, María J. Ledesma-Carbayo, Syed Muhammad Anwar:
Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays Using Self-Supervised Learning. ISBI 2024: 1-5 - [c126]Zhifan Jiang, Daniel Capellán-Martín, Abhijeet Parida, Xinyang Liu, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru:
Enhancing Generalizability in Brain Tumor Segmentation: Model Ensemble with Adaptive Post-Processing. ISBI 2024: 1-4 - [c125]Abhijeet Parida, Zhifan Jiang, Roger J. Packer, Robert A. Avery, Syed Muhammad Anwar, Marius George Linguraru:
Quantitative Metrics for Benchmarking Medical Image Harmonization. ISBI 2024: 1-5 - [c124]Pooneh Roshanitabrizi, Vishwesh Nath, Kelsey Brown, Alison Tompsett, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Holger R. Roth, Craig A. Sable, Marius George Linguraru:
Uncertainty-Driven Rheumatic Heart Disease Detection through Active Learning. ISBI 2024: 1-5 - [c123]Austin Tapp, Abhijeet Parida, Can Zhao, Van Lam, Natasha Leporé, Syed Muhammad Anwar, Marius George Linguraru:
MR to CT Synthesis Using 3d Latent Diffusion. ISBI 2024: 1-5 - [c122]Hareem Nisar, Syed Muhammad Anwar, Zhifan Jiang, Abhijeet Parida, Ramon Sánchez-Jacob, Vishwesh Nath, Holger R. Roth, Marius George Linguraru:
D-Rax: Domain-Specific Radiologic Assistant Leveraging Multi-modal Data and eXpert Model Predictions. MedAGI@MICCAI 2024: 91-102 - [c121]Austin Tapp, Can Zhao, Holger R. Roth, Jeffrey Tanedo, Syed Muhammad Anwar, Niall J. Bourke, Joseph V. Hajnal, Victoria Nankabirwa, Sean C. L. Deoni, Natasha Leporé, Marius George Linguraru:
Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion. MICCAI (3) 2024: 444-454 - [c120]Furqan Shaukat, Syed Muhammad Anwar, Abhijeet Parida, Van Khanh Lam, Marius George Linguraru, Lubdha M. Shah:
Lung-CADex: Fully Automatic Zero-Shot Detection and Classification of Lung Nodules in Thoracic CT Images. MLMI@MICCAI (1) 2024: 73-82 - [c119]Abhijeet Parida, Antònia Alomar, Zhifan Jiang, Pooneh Roshanitabrizi, Austin Tapp, María J. Ledesma-Carbayo, Ziyue Xu, Syed Muhammed Anwar, Marius George Linguraru, Holger R. Roth:
Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration. MLMI@MICCAI (2) 2024: 148-158 - [e27]Marius George Linguraru
, Qi Dou
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15001, Springer 2024, ISBN 978-3-031-72377-3 [contents] - [e26]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15002, Springer 2024, ISBN 978-3-031-72068-0 [contents] - [e25]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part III. Lecture Notes in Computer Science 15003, Springer 2024, ISBN 978-3-031-72383-4 [contents] - [e24]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part IV. Lecture Notes in Computer Science 15004, Springer 2024, ISBN 978-3-031-72082-6 [contents] - [e23]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part V. Lecture Notes in Computer Science 15005, Springer 2024, ISBN 978-3-031-72085-7 [contents] - [e22]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VI. Lecture Notes in Computer Science 15006, Springer 2024, ISBN 978-3-031-72088-8 [contents] - [e21]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VII. Lecture Notes in Computer Science 15007, Springer 2024, ISBN 978-3-031-72103-8 [contents] - [e20]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VIII. Lecture Notes in Computer Science 15008, Springer 2024, ISBN 978-3-031-72110-6 [contents] - [e19]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part IX. Lecture Notes in Computer Science 15009, Springer 2024, ISBN 978-3-031-72113-7 [contents] - [e18]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X. Lecture Notes in Computer Science 15010, Springer 2024, ISBN 978-3-031-72116-8 [contents] - [e17]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part XI. Lecture Notes in Computer Science 15011, Springer 2024, ISBN 978-3-031-72119-9 [contents] - [e16]Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part XII. Lecture Notes in Computer Science 15012, Springer 2024, ISBN 978-3-031-72389-6 [contents] - [i27]Abhijeet Parida, Zhifan Jiang, Roger J. Packer, Robert A. Avery, Syed Muhammad Anwar, Marius George Linguraru:
Quantitative Metrics for Benchmarking Medical Image Harmonization. CoRR abs/2402.04426 (2024) - [i26]Daniel Capellán-Martín, Abhijeet Parida, Juan J. Gómez-Valverde, Ramon Sánchez-Jacob, Pooneh Roshanitabrizi, Marius George Linguraru, María J. Ledesma-Carbayo
Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays using Self-Supervised Learning. CoRR abs/2402.14741 (2024) - [i25]Abhijeet Parida, Daniel Capellán-Martín, Sara Atito, Muhammad Awais, María J. Ledesma-Carbayo, Marius George Linguraru, Syed Muhammad Anwar:
DiCoM - Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies. CoRR abs/2402.15534 (2024) - [i24]Anahita Fathi Kazerooni, Nastaran Khalili, Deep Gandhi, Xinyang Liu, Zhifan Jiang, Syed Muhammed Anwar, Jake Albrecht, Maruf Adewole, Udunna Anazodo, Hannah Anderson, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Austin J. Borja, Evan Calabrese, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Ariana Familiar, Keyvan Farahani, Anurag Gottipati, Debanjan Haldar, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Johansen, Blaise V. Jones, Neda Khalili, Florian Kofler, Dominic LaBella, Hollie Anne Lai, Koen Van Leemput
The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs). CoRR abs/2404.15009 (2024) - [i23]Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Ryan McLean, Pierre Nedelec, Arif Rashid, Nourel Hoda Tahon, Talissa Altes, Radhika Bhalerao, Yaseen Dhemesh, Devon Godfrey, Fathi Hilal, Scott Floyd, Anastasia Janas, Anahita Fathi Kazerooni, John Kirkpatrick, Collin Kent, Florian Kofler, Kevin Leu, Nazanin Maleki, Bjoern H. Menze, Maxence Pajot, Zachary J. Reitman, Jeffrey D. Rudie, Rachit Saluja, Yury Velichko, Chunhao Wang, Pranav Warman, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Syed Muhammad Anwar, Timothy Bergquist, Sully F. Chen, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Nastaran Khalili, Juan Eugenio Iglesias, Zhifan Jiang, Elaine Johanson, Koen Van Leemput
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge. CoRR abs/2405.09787 (2024) - [i22]Maria Correia de Verdier, Rachit Saluja, Louis Gagnon, Dominic LaBella, Ujjwal Baid, Nourel Hoda Tahon, Martha Foltyn-Dumitru, Jikai Zhang, Maram Alafif, Saif Baig, Ken Chang, Gennaro D'Anna, Lisa Deptula, Diviya Gupta, Muhammad Ammar Haider, Ali Hussain, Michael Iv, Marinos Kontzialis, Paul Manning, Farzan Moodi, Teresa Nunes, Aaron Simon, Nico Sollmann, David Vu, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Rongrong Chai, Verena Chung, Shahriar Faghani, Keyvan Farahani, Anahita Fathi Kazerooni, Juan Eugenio Iglesias, Florian Kofler, Hongwei Li, Marius George Linguraru, Bjoern H. Menze, Ahmed W. Moawad, Yury Velichko, Benedikt Wiestler, Talissa Altes, Patil Basavasagar, Martin Bendszus, Gianluca Brugnara, Jaeyoung Cho, Yaseen Dhemesh, Brandon K. K. Fields, Filip Garrett, Jaime Gass, Lubomir M. Hadjiiski, Jona A. Hattangadi-Gluth, Christopher Hess, Jessica L. Houk, Edvin Isufi, Lester J. Layfield, George Mastorakos, John Mongan, Pierre Nedelec, Uyen Nguyen, Sebastian Oliva, Matthew W. Pease, Aditya Rastogi, Jason Sinclair, Robert X. Smith, Leo P. Sugrue, Jonathan Thacker, Igor Vidic, Javier E. Villanueva-Meyer, Nathan S. White, Mariam Aboian, Gian Marco Conte, Anders M. Dale, Mert R. Sabuncu, Tyler M. Seibert, Brent Weinberg, Aly H. Abayazeed, Raymond Y. Huang, Sevcan Turk, Andreas M. Rauschecker, Nikdokht Farid, Philipp Vollmuth, Ayman Nada, Spyridon Bakas, Evan Calabrese, Jeffrey D. Rudie:
The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI. CoRR abs/2405.18368 (2024) - [i21]Dominic LaBella, Katherine Schumacher, Michael Mix, Kevin Leu, Shan McBurney-Lin, Pierre Nedelec, Javier E. Villanueva-Meyer, Jonathan Shapey, Tom Vercauteren, Kazumi Chia, Omar Al-Salihi, Justin Leu, Lia Halasz, Yury Velichko, Chunhao Wang, John Kirkpatrick, Scott Floyd, Zachary J. Reitman, Trey Mullikin, Ulas Bagci, Sean Sachdev, Jona A. Hattangadi-Gluth, Tyler M. Seibert, Nikdokht Farid, Connor Puett, Matthew W. Pease, Kevin Shiue, Syed Muhammad Anwar, Shahriar Faghani, Muhammad Ammar Haider, Pranav I. Warman, Jake Albrecht, András Jakab, Mana Moassefi, Verena Chung, Alejandro Aristizabal, Alexandros Karargyris, Hasan Kassem, Sarthak Pati, Micah J. Sheller, Christina Huang, Aaron Coley, Siddharth Ghanta, Alex Schneider, Conrad Sharp, Rachit Saluja, Florian Kofler, Philipp Lohmann, Philipp Vollmuth, Louis Gagnon, Maruf Adewole, Hongwei Bran Li, Anahita Fathi Kazerooni, Nourel Hoda Tahon, Udunna Anazodo, Ahmed W. Moawad, Bjoern H. Menze, Marius George Linguraru, Mariam Aboian, Benedikt Wiestler, Ujjwal Baid, Gian Marco Conte, Andreas M. Rauschecker, Ayman Nada, Aly H. Abayazeed, Raymond Y. Huang, Maria Correia de Verdier, Jeffrey D. Rudie, Spyridon Bakas, Evan Calabrese:
Brain Tumor Segmentation (BraTS) Challenge 2024: Meningioma Radiotherapy Planning Automated Segmentation. CoRR abs/2405.18383 (2024) - [i20]Hareem Nisar, Syed Muhammad Anwar, Zhifan Jiang, Abhijeet Parida, Vishwesh Nath, Holger R. Roth, Marius George Linguraru:
D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions. CoRR abs/2407.02604 (2024) - [i19]Furqan Shaukat, Syed Muhammad Anwar, Abhijeet Parida, Van Khanh Lam, Marius George Linguraru, Lubdha M. Shah:
Lung-CADex: Fully automatic Zero-Shot Detection and Classification of Lung Nodules in Thoracic CT Images. CoRR abs/2407.02625 (2024) - [i18]Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Anna Zapaishchykova, Julija Pavaine, Lubdha M. Shah, Blaise V. Jones, Nakul Sheth, Sanjay P. Prabhu, Aaron S. McAllister, Wenxin Tu, Khanak K. Nandolia, Andres Felipe Rodriguez, Ibraheem Salman Shaikh, Mariana Sanchez-Montano, Hollie Anne Lai, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Hannah Anderson, Syed Muhammed Anwar, Alejandro Aristizabal, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Austin J. Borja, Evan Calabrese, Verena Chung, Gian Marco Conte, James A. Eddy, Ivan Ezhov, Ariana M. Familiar, Keyvan Farahani, Deep Gandhi, Anurag Gottipati, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Elaine, Alexandros Karargyris, Hasan Kassem, Neda Khalili, Florian Kofler, Dominic LaBella, Koen Van Leemput, Hongwei Li, Nazanin Maleki, Zeke Meier, Bjoern H. Menze, Ahmed W. Moawad, Sarthak Pati, Marie Piraud, Tina Poussaint, Zachary J. Reitman, Jeffrey D. Rudie, Rachit Saluja, Micah J. Sheller, Russell Takeshi Shinohara, Karthik Viswanathan, Chunhao Wang, Benedikt Wiestler, Walter F. Wiggins, Christos Davatzikos, Phillip B. Storm, Miriam Bornhorst, Roger J. Packer, Trent Hummel, Peter de Blank, Lindsey Hoffman, Mariam Aboian, Ali Nabavizadeh, Jeffrey B. Ware, Benjamin H. Kann, Brian Rood, Adam C. Resnick, Spyridon Bakas, Arastoo Vossough, Marius George Linguraru:
BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023. CoRR abs/2407.08855 (2024) - [i17]Shanghao Shi, Md Shahedul Haque, Abhijeet Parida, Marius George Linguraru, Y. Thomas Hou, Syed Muhammad Anwar, Wenjing Lou:
Harvesting Private Medical Images in Federated Learning Systems with Crafted Models. CoRR abs/2407.09972 (2024) - [i16]Abhijeet Parida, Antònia Alomar, Zhifan Jiang, Pooneh Roshanitabrizi, Austin Tapp, María J. Ledesma-Carbayo, Ziyue Xu, Syed Muhammed Anwar, Marius George Linguraru, Holger R. Roth:
Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration. CoRR abs/2407.13632 (2024) - [i15]Daniel Capellán-Martín, Zhifan Jiang, Abhijeet Parida, Xinyang Liu, Van Lam, Hareem Nisar, Austin Tapp, Sarah Elsharkawi, María J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru:
Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging. CoRR abs/2409.08232 (2024) - 2023
- [j32]Connor Elkhill
Geometric learning and statistical modeling for surgical outcomes evaluation in craniosynostosis using 3D photogrammetry. Comput. Methods Programs Biomed. 240: 107689 (2023) - [j31]Malhar Patel
Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes. Health Informatics J. 29(4) (2023) - [j30]Araceli Morales
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. Pattern Recognit. 139: 109367 (2023) - [j29]Jiawei Liu
Joint Cranial Bone Labeling and Landmark Detection in Pediatric CT Images Using Context Encoding. IEEE Trans. Medical Imaging 42(10): 3117-3126 (2023) - [c118]Zhifan Jiang, Abhijeet Parida, Syed Muhammad Anwar, Yucheng Tang, Holger R. Roth, Michael J. Fisher, Roger J. Packer, Robert A. Avery, Marius George Linguraru:
Automatic Visual Acuity Loss Prediction in Children with Optic Pathway Gliomas using Magnetic Resonance Imaging. EMBC 2023: 1-5 - [c117]Saadat Ullah Khan, Muhammad Majid, Marius George Linguraru, Syed Muhammad Anwar:
Upper Limb Movement Execution Classification using Electroencephalography for Brain Computer Interface. EMBC 2023: 1-4 - [c116]Xinyang Liu, Erin R. Bonner, Zhifan Jiang, Holger R. Roth, Syed Muhammad Anwar, Roger J. Packer, Miriam Bornhorst, Marius George Linguraru:
Automatic Segmentation of Rare Pediatric Brain Tumors Using Knowledge Transfer From Adult Data. ISBI 2023: 1-4 - [c115]Pooneh Roshanitabrizi, Kelsey Brown, Alison Tompsett, Athelia Rosa Paulli, Joselyn Rwebembera, Emmy Okello, Liesl Zühlke, Mariana Mirabel, Maria Carmo Pereira Nunes, Andrea Z. Beaton, Craig Sable, Marius George Linguraru:
Analysis of Mitral Regurgitation Jet for Rheumatic Heart Disease Detection in Doppler Echocardiography. ISBI 2023: 1-5 - [c114]Xinyang Liu, Erin R. Bonner, Zhifan Jiang, Holger R. Roth, Roger J. Packer, Miriam Bornhorst, Marius George Linguraru:
From adult to pediatric: deep learning-based automatic segmentation of rare pediatric brain tumors. Computer-Aided Diagnosis 2023 - [c113]Rahimeh Rouhi, Jeffrey Tanedo, Iris Miao Wei, Malia Valder, Shreyash Zanjal, Niharika Gajawelli, Marvin D. Nelson, Sean C. L. Deoni, Yalin Wang, Marius George Linguraru, Natasha Leporé:
Automated Segmentation of the Hippocampus in Pediatric Imaging. SIPAIM 2023: 1-5 - [e15]Yufei Chen, Marius George Linguraru, Raj Shekhar, Stefan Wesarg, Marius Erdt, Klaus Drechsler, Cristina Oyarzun Laura:
Clinical Image-Based Procedures - 11th Workshop, CLIP 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Lecture Notes in Computer Science 13746, Springer 2023, ISBN 978-3-031-23178-0 [contents] - [e14]Zhiyun Xue
Medical Image Learning with Limited and Noisy Data - Second International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Lecture Notes in Computer Science 14307, Springer 2023, ISBN 978-3-031-47196-4 [contents] - [i14]Dominic LaBella, Maruf Adewole, Michelle Alonso-Basanta, Talissa Altes, Syed Muhammad Anwar, Ujjwal Baid, Timothy Bergquist, Radhika Bhalerao, Sully F. Chen
The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma. CoRR abs/2305.07642 (2023) - [i13]Hongwei Bran Li, Gian Marco Conte, Syed Muhammad Anwar, Florian Kofler, Koen Van Leemput, Marie Piraud, Ivan Ezhov, Felix Meissen, Maruf Adewole, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Farouk Dako, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Elaine Johanson, Zeke Meier, Christos Davatzikos, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Suyash Mohan, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, Errol Colak, Priscila Crivellaro, András Jakab, Jake Albrecht, Udunna Anazodo, Mariam Aboian, Thomas Yu, Ujjwal Baid, Spyridon Bakas, Marius George Linguraru, Bjoern H. Menze, Juan Eugenio Iglesias, Benedikt Wiestler:
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn). CoRR abs/2305.09011 (2023) - [i12]Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Syed Muhammad Anwar, Jake Albrecht, Maruf Adewole, Udunna Anazodo, Hannah Anderson, Sina Bagheri
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs). CoRR abs/2305.17033 (2023) - [i11]Maruf Adewole, Jeffrey D. Rudie, Anu Gbadamosi, Oluyemisi Toyobo, Raymond Confidence, Dong Zhang, Olubukola Omidiji, Rachel Akinola, Mohammad Abba Suwaid, Adaobi Emegoakor, Nancy Ojo, Kenneth Aguh, Chinasa Kalaiwo, Gabriel Babatunde, Afolabi Ogunleye, Yewande Gbadamosi, Kator Iorpagher, Evan Calabrese, Mariam Aboian, Marius George Linguraru, Jake Albrecht, Benedikt Wiestler, Florian Kofler, Anastasia Janas, Dominic LaBella, Anahita Fathi Kazerooni, Hongwei Bran Li, Juan Eugenio Iglesias, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Koen Van Leemput, Christina Bukas, Marie Piraud, Gian Marco Conte, Elaine Johanson, Zeke Meier, Bjoern H. Menze, Ujjwal Baid, Spyridon Bakas, Farouk Dako, Abiodun Fatade, Udunna Anazodo:
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa). CoRR abs/2305.19369 (2023) - [i10]Sunder Ali Khowaja, Kapal Dev, Syed Muhammad Anwar, Marius George Linguraru:
SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT. CoRR abs/2307.01514 (2023) - [i9]Abhijeet Parida, Zhifan Jiang, Syed Muhammad Anwar, Nicholas Foreman, Nicholas Stence, Michael J. Fisher, Roger J. Packer, Robert A. Avery, Marius George Linguraru:
Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI. CoRR abs/2308.11047 (2023) - [i8]Ariana M. Familiar, Anahita Fathi Kazerooni, Hannah Anderson, Aliaksandr Lubneuski, Karthik Viswanathan, Rocky Breslow, Nastaran Khalili, Sina Bagheri
A multi-institutional pediatric dataset of clinical radiology MRIs by the Children's Brain Tumor Network. CoRR abs/2310.01413 (2023) - 2022
- [j28]Antònia Alomar
Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model. Comput. Methods Programs Biomed. 221: 106893 (2022) - [j27]Holger R. Roth
Rapid artificial intelligence solutions in a pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge. Medical Image Anal. 82: 102605 (2022) - [j26]Antonio R. Porras
Predictive Statistical Model of Early Cranial Development. IEEE Trans. Biomed. Eng. 69(2): 537-546 (2022) - [c112]Jiawei Liu, Fuyong Xing
Learning with Context Encoding for Single-Stage Cranial Bone Labeling and Landmark Localization. MICCAI (8) 2022: 286-296 - [c111]Pooneh R. Tabrizi, Holger R. Roth, Alison Tompsett, Athelia Rosa Paulli, Kelsey Brown
Ensembled Prediction of Rheumatic Heart Disease from Ungated Doppler Echocardiography Acquired in Low-Resource Settings. MICCAI (1) 2022: 602-612 - [e13]Ghada Zamzmi
Medical Image Learning with Limited and Noisy Data - First International Workshop, MILLanD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13559, Springer 2022, ISBN 978-3-031-16759-1 [contents] - [i7]Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno:
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. CoRR abs/2203.05908 (2022) - [i6]Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kittler, Marius George Linguraru:
SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. CoRR abs/2211.12944 (2022) - 2021
- [j25]David García-Mato
Three-dimensional photography for intraoperative morphometric analysis in metopic craniosynostosis surgery. Int. J. Comput. Assist. Radiol. Surg. 16(2): 277-287 (2021) - [c110]Zhifan Jiang, Can Zhao, Xinyang Liu, Marius George Linguraru:
Brain Tumor Segmentation in Multi-parametric Magnetic Resonance Imaging Using Model Ensembling and Super-resolution. BrainLes@MICCAI (2) 2021: 125-137 - [c109]Pooneh R. Tabrizi, Jonathan Zember, Bruce Michael Sprague, Steven Hoefer, Ramon Sánchez-Jacob, James Jago, Dorothy Bulas, Hans G. Pohl, Marius George Linguraru:
Pediatric Hydronephrosis Severity Assessment Using Convolutional Neural Networks With Standardized Ultrasound Images. ISBI 2021: 1803-1806 - [c108]Mohammad Ali Yektaie, Zahra Ghasemi, S. Hossein Hezaveh, Fereshteh Aalamifar, Reza Seifabadi, Marius George Linguraru:
Photographic cranial shape analysis using deep learning. Computer-Aided Diagnosis 2021 - [c107]Pooneh R. Tabrizi, Jonathan Zember, Bruce Michael Sprague, Steven Hoefer, Ramon Sánchez-Jacob, James Jago, Dorothy Bulas, Hans G. Pohl, Marius George Linguraru:
Standardized Analysis of Kidney Ultrasound Images for the Prediction of Pediatric Hydronephrosis Severity. MLMI@MICCAI 2021: 366-375 - [c106]Antònia Alomar
3D Fetal Face Reconstruction from Ultrasound Imaging. VISIGRAPP (4: VISAPP) 2021: 615-624 - [e12]Cristina Oyarzun Laura, M. Jorge Cardoso
Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning - 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Workshop, LL-COVID19 2021, and First Workshop and Tutorial, PPML 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings. Lecture Notes in Computer Science 12969, Springer 2021, ISBN 978-3-030-90873-7 [contents] - 2020
- [j24]Awais Mansoor
A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning. IEEE Trans. Biomed. Eng. 67(4): 1206-1220 (2020) - [j23]Pooneh R. Tabrizi
Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates. IEEE Trans. Biomed. Eng. 67(11): 3026-3034 (2020) - [c105]Araceli Morales, Antonio R. Porras
Spectral Correspondence Framework for Building a 3D Baby Face Model. FG 2020: 708-715 - [c104]Carlos Tor-Díez, Antonio Reyes Porras
Unsupervised MRI Homogenization: Application to Pediatric Anterior Visual Pathway Segmentation. MLMI@MICCAI 2020: 180-188 - [e11]Tanveer F. Syeda-Mahmood, Klaus Drechsler, Hayit Greenspan, Anant Madabhushi, Alexandros Karargyris, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Marius Erdt:
Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures - 10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings. Lecture Notes in Computer Science 12445, Springer 2020, ISBN 978-3-030-60945-0 [contents]
2010 – 2019
- 2019
- [j22]Koyo Nakayama
Liver segmentation from low-radiation-dose pediatric computed tomography using patient-specific, statistical modeling. Int. J. Comput. Assist. Radiol. Surg. 14(12): 2057-2068 (2019) - [j21]Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert
Computational anatomy for multi-organ analysis in medical imaging: A review. Medical Image Anal. 56: 44-67 (2019) - [c103]Awais Mansoor, Antonio R. Porras
Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection. ISBI 2019: 1193-1196 - [c102]Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, Jonathan Zember, Hans G. Pohl, James Jago, Marius George Linguraru:
Automatic Segmentation of The Renal Collecting System in 3D Pediatric Ultrasound to Assess the Severity of Hydronephrosis. ISBI 2019: 1717-1720 - [c101]Pooneh R. Tabrizi, Awais Mansoor, Rawad Obeid, Anna A. Penn, Marius George Linguraru:
Cranial localization in 2D cranial ultrasound images using deep neural networks. Computer-Aided Diagnosis 2019: 1095026 - [c100]Liyun Tu
Quantitative evaluation of local head malformations from 3 dimensional photography: application to craniosynostosis. Computer-Aided Diagnosis 2019: 1095035 - [c99]Liyun Tu, Antonio R. Porras
Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. UNSURE/CLIP@MICCAI 2019: 182-189 - [c98]Awais Mansoor
Communal Domain Learning for Registration in Drifted Image Spaces. MLMI@MICCAI 2019: 479-488 - [e10]Kilian M. Pohl, Wesley K. Thompson, Ehsan Adeli, Marius George Linguraru:
Adolescent Brain Cognitive Development Neurocognitive Prediction - First Challenge, ABCD-NP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. Lecture Notes in Computer Science 11791, Springer 2019, ISBN 978-3-030-31900-7 [contents] - [e9]Hayit Greenspan, Ryutaro Tanno, Marius Erdt, Tal Arbel, Christian F. Baumgartner, Adrian V. Dalca, Carole H. Sudre, William M. Wells III, Klaus Drechsler, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester:
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Lecture Notes in Computer Science 11840, Springer 2019, ISBN 978-3-030-32688-3 [contents] - [i5]Awais Mansoor, Marius George Linguraru:
Communal Domain Learning for Registration in Drifted Image Spaces. CoRR abs/1908.07646 (2019) - 2018
- [j20]Antonio R. Porras
Locally Affine Diffeomorphic Surface Registration and Its Application to Surgical Planning of Fronto-Orbital Advancement. IEEE Trans. Medical Imaging 37(7): 1690-1700 (2018) - [c97]Pooneh R. Tabrizi, Rawad Obeid, Juan J. Cerrolaza, Anna A. Penn, Awais Mansoor, Marius George Linguraru:
Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome. EMBC 2018: 3136-3139 - [c96]Awais Mansoor, Teerit Vongkovit, Marius George Linguraru:
Adversarial approach to diagnostic quality volumetric image enhancement. ISBI 2018: 353-356 - [c95]Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, James Jago, Marius George Linguraru:
Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model. ISBI 2018: 1170-1173 - [c94]Pooneh R. Tabrizi, Awais Mansoor, Elijah Biggs, James Jago, Marius George Linguraru:
Automatic detection of kidney in 3D pediatric ultrasound images using deep neural networks. Computer-Aided Diagnosis 2018: 105751Z - [c93]Liyun Tu
Radiation-free quantification of head malformations in craniosynostosis patients from 3D photography. Computer-Aided Diagnosis 2018: 105751U - [c92]Liyun Tu
Analysis of 3D Facial Dysmorphology in Genetic Syndromes from Unconstrained 2D Photographs. MICCAI (1) 2018: 347-355 - [c91]Atsushi Saito
Construction of a Spatiotemporal Statistical Shape Model of Pediatric Liver from Cross-Sectional Data. MICCAI (2) 2018: 676-683 - [c90]Samantha Horvath, Beatriz Paniagua, Johan Andruejol, Antonio R. Porras
Osteotomy planner: an open-source tool for osteotomy simulation. Image-Guided Procedures 2018: 105762R - [e8]Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, A. Jonathan McLeod, Miguel Ángel González Ballester, Noel C. F. Codella, Anne L. Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine de Ribaupierre, Xióngbiao Luó, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin J. Dana, Allan Halpern:
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis - First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings. Lecture Notes in Computer Science 11041, Springer 2018, ISBN 978-3-030-01200-7 [contents] - [i4]Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru:
A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning. CoRR abs/1807.04339 (2018) - [i3]Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru:
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review. CoRR abs/1812.08577 (2018) - [i2]Awais Mansoor, Antonio R. Porras, Marius George Linguraru:
Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection. CoRR abs/1812.10330 (2018) - 2017
- [c89]Tania K. Morimoto, Juan J. Cerrolaza, Michael H. Hsieh, Kevin Cleary, Allison M. Okamura, Marius George Linguraru:
Design of patient-specific concentric tube robots using path planning from 3-D ultrasound. EMBC 2017: 165-168 - [c88]Pooneh R. Tabrizi, Rawad Obeid, Awais Mansoor, Scott Ensel, Juan J. Cerrolaza, Anna A. Penn, Marius George Linguraru:
Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage. EMBC 2017: 169-172 - [c87]Awais Mansoor, Ien Li
Joint deep shape and appearance learning: application to optic pathway glioma segmentation. Computer-Aided Diagnosis 2017: 101341O - [c86]Antonio R. Porras
Quantification of oxygen changes in the placenta from BOLD MR image sequences. Computer-Aided Diagnosis 2017: 1013406 - [c85]Liyun Tu
Intracranial Volume Quantification from 3D Photography. CARE/CLIP@MICCAI 2017: 116-123 - [c84]Antonio R. Porras
Locally Affine Diffeomorphic Surface Registration for Planning of Metopic Craniosynostosis Surgery. MICCAI (2) 2017: 479-487 - [c83]Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez
Marginal shape deep learning: applications to pediatric lung field segmentation. Image Processing 2017: 1013304 - [c82]Niharika Gajawelli, Sean C. L. Deoni, Jie Shi, Holly Dirks, Marius George Linguraru, Marvin D. Nelson, Yalin Wang
Cranial thickness changes in early childhood. SIPAIM 2017: 105720O - [e7]M. Jorge Cardoso, Tal Arbel, Xiongbiao Luo, Stefan Wesarg, Tobias Reichl, Miguel Ángel González Ballester, A. Jonathan McLeod, Klaus Drechsler, Terry M. Peters, Marius Erdt
Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures - 4th International Workshop, CARE 2017, and 6th International Workshop, CLIP 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings. Lecture Notes in Computer Science 10550, Springer 2017, ISBN 978-3-319-67542-8 [contents] - 2016
- [j19]Elsa D. Angelini
Guest Editorial IEEE EMBC 2015. IEEE J. Biomed. Health Informatics 20(5): 1215 (2016) - [j18]Awais Mansoor, Juan J. Cerrolaza, Rabia Idrees, Elijah Biggs, Mohammad A. Alsharid, Robert A. Avery, Marius George Linguraru:
Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation. IEEE Trans. Medical Imaging 35(8): 1856-1865 (2016) - [j17]Juan J. Cerrolaza, Nabile M. Safdar, Elijah Biggs, James Jago, Craig A. Peters
Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. IEEE Trans. Medical Imaging 35(11): 2393-2402 (2016) - [c81]Awais Mansoor, Geovanny F. Perez
Automatic tissue characterization of air trapping in chest radiographs using deep neural networks. EMBC 2016: 97-100 - [c80]Marwa Chendeb El Rai
3D constrained local model with independent component analysis and non-Gaussian shape prior distribution: Application to 3D facial landmark detection. ICIP 2016: 3204-3208 - [c79]Juan J. Cerrolaza, Antonio R. Porras
Identification of dysmorphic syndromes using landmark-specific local texture descriptors. ISBI 2016: 1080-1083 - [c78]Awais Mansoor, Marius George Linguraru:
Generic method for intensity standardization of medical images using multiscale curvelet representation. ISBI 2016: 1320-1323 - [c77]Juan J. Cerrolaza, Hansel Otero
Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. Computer-Aided Diagnosis 2016: 97851Q - [c76]Awais Mansoor, Rafael Casas, Marius George Linguraru:
Spatial context learning approach to automatic segmentation of pleural effusion in chest computed tomography images. Computer-Aided Diagnosis 2016: 978514 - [c75]Antonio R. Porras
Personalized Optimal Planning for the Surgical Correction of Metopic Craniosynostosis. CLIP@MICCAI 2016: 60-67 - [c74]Juan J. Cerrolaza, Ronald M. Summers, Marius George Linguraru:
Soft Multi-organ Shape Models via Generalized PCA: A General Framework. MICCAI (3) 2016: 219-228 - [c73]Marwa Chendeb El Rai
Facial landmarks detection using 3D constrained local model on mesh manifold. MWSCAS 2016: 1-4 - [e6]Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Klaus Drechsler, Yoshinobu Sato, Marius Erdt
Clinical Image-Based Procedures. Translational Research in Medical Imaging - 4th International Workshop, CLIP 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015. Revised Selected Papers. Lecture Notes in Computer Science 9401, Springer 2016, ISBN 978-3-319-31807-3 [contents] - [e5]Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Klaus Drechsler, Yoshinobu Sato, Marius Erdt
Clinical Image-Based Procedures. Translational Research in Medical Imaging - 5th International Workshop, CLIP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings. Lecture Notes in Computer Science 9958, 2016, ISBN 978-3-319-46471-8 [contents] - 2015
- [j16]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
Computer-aided detection of exophytic renal lesions on non-contrast CT images. Medical Image Anal. 19(1): 15-29 (2015) - [j15]Juan J. Cerrolaza, Mauricio Reyes, Ronald M. Summers, Miguel Ángel González Ballester, Marius George Linguraru:
Automatic multi-resolution shape modeling of multi-organ structures. Medical Image Anal. 25(1): 11-21 (2015) - [j14]Toshiyuki Okada, Marius George Linguraru, Masatoshi Hori
Abdominal multi-organ segmentation from CT images using conditional shape-location and unsupervised intensity priors. Medical Image Anal. 26(1): 1-18 (2015) - [j13]Shijun Wang, Diana Li, Nicholas Petrick
Optimizing area under the ROC curve using semi-supervised learning. Pattern Recognit. 48(1): 276-287 (2015) - [c72]Juan J. Cerrolaza, Enrico Grisan
Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis. EMBC 2015: 157-160 - [c71]Kazunori Okada, Marzieh Golbaz, Awais Mansoor, Geovanny F. Perez
Severity quantification of pediatric viral respiratory illnesses in chest X-ray images. EMBC 2015: 165-168 - [c70]Marwa Chendeb
Landmark detection from 3D mesh facial models for image-based analysis of dysmorphology. EMBC 2015: 169-172 - [c69]Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Marshall Summar
Constrained local model with independent component analysis and kernel density estimation: Application to down syndrome detection. ISBI 2015: 967-970 - [c68]Juan J. Cerrolaza, Jennifer Q. Peng, Nabile M. Safdar, Laurie Conklin, Raymond W. Sze, Marius George Linguraru:
Quantification, validation, and follow-up of small bowel motility in Crohn's disease. Computer-Aided Diagnosis 2015: 94141D - [c67]Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru:
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CLIP@MICCAI 2015: 104-112 - [c66]Juan J. Cerrolaza, Christopher Meyer, James Jago, Craig A. Peters
Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic Kidneys. MICCAI (3) 2015: 711-718 - [i1]Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru:
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CoRR abs/1508.01128 (2015) - 2014
- [j12]Carlos S. Mendoza, Nabile M. Safdar, Kazunori Okada, Emmarie Myers, Gary F. Rogers, Marius George Linguraru:
Personalized assessment of craniosynostosis via statistical shape modeling. Medical Image Anal. 18(4): 635-646 (2014) - [j11]Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Lindsay Kehoe, Dina J. Zand, Raymond W. Sze, Marshall Summar
Digital facial dysmorphology for genetic screening: Hierarchical constrained local model using ICA. Medical Image Anal. 18(5): 699-710 (2014) - [j10]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT. Medical Image Anal. 18(5): 725-739 (2014) - [c65]Qian Zhao, Naoufel Werghi
Ensemble learning for the detection of facial dysmorphology. EMBC 2014: 754-757 - [c64]Qian Zhao, Nabile M. Safdar, Glenna Yu, Emmarie Myers, Antony Koroulakis, Chunzhe Duan
Cartilage estimation in noncontrast thoracic CT. ISBI 2014: 409-412 - [c63]Juan J. Cerrolaza, Nabile M. Safdar, Craig A. Peters, Emmarie Myers, James Jago, Marius George Linguraru:
Segmentation of kidney in 3D-ultrasound images using Gabor-based appearance models. ISBI 2014: 633-636 - [c62]Xin Kang, Qian Zhao, Karun Sharma, Raj Shekhar, Bradford J. Wood, Marius George Linguraru:
Automatic labeling of liver veins in CT by probabilistic backward tracing. ISBI 2014: 1115-1118 - [c61]Qian Zhao, Nabile M. Safdar, Glenna Yu, Emmarie Myers, Anthony Sandler
Estimation of cartilaginous region in noncontrast CT of the chest. Computer-Aided Diagnosis 2014: 90350N - [c60]Juan J. Cerrolaza, Craig A. Peters
Ultrasound based computer-aided-diagnosis of kidneys for pediatric hydronephrosis. Computer-Aided Diagnosis 2014: 90352T - [c59]Juan J. Cerrolaza, Arantxa Villanueva
Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization. MICCAI (3) 2014: 1-8 - [c58]Juan J. Cerrolaza, Sergio Vera, Alexis Bagué, Mario Ceresa
Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. CLIP@MICCAI 2014: 59-67 - [c57]Xue Yang, Juan J. Cerrolaza, Chunzhe Duan
Weighted Partitioned Active Shape Model for Optic Pathway Segmentation in MRI. CLIP@MICCAI 2014: 109-117 - [c56]Qian Zhao, Nabile M. Safdar, Chunzhe Duan
Chest Modeling and Personalized Surgical Planning for Pectus Excavatum. MICCAI (1) 2014: 512-519 - [c55]Jianfei Liu, Jianhua Yao
Locally constrained active contour: a region-based level set for ovarian cancer metastasis segmentation. Image Processing 2014: 903404 - [e4]Marius Erdt
Clinical Image-Based Procedures. Translational Research in Medical Imaging - Second International Workshop, CLIP 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013, Revised Selected Papers. Lecture Notes in Computer Science 8361, Springer 2014, ISBN 978-3-319-05665-4 [contents] - [e3]Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, Klaus Drechsler, Yoshinobu Sato, Marius Erdt
Clinical Image-Based Procedures. Translational Research in Medical Imaging - Third International Workshop, CLIP 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8680, Springer 2014, ISBN 978-3-319-13908-1 [contents] - 2013
- [j9]Sergio Vera, Debora Gil
Geometric steerable medial maps. Mach. Vis. Appl. 24(6): 1255-1266 (2013) - [c54]Qian Zhao, Kenneth Rosenbaum, Kazunori Okada, Dina J. Zand, Raymond W. Sze, Marshall Summar
Automated down syndrome detection using facial photographs. EMBC 2013: 3670-3673 - [c53]Carlos S. Mendoza, Xin Kang, Nabile M. Safdar, Emmarie Myers, Craig A. Peters
Kidney segmentation in ultrasound via genetic initialization and Active Shape Models with rotation correction. ISBI 2013: 69-72 - [c52]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
Augmenting tumor sensitive matching flow to improve detection and segmentation of ovarian cancer metastases within a PDE framework. ISBI 2013: 652-655 - [c51]Carlos S. Mendoza, Nabile M. Safdar, Emmarie Myers, Tanakorn Kittisarapong, Gary F. Rogers, Marius George Linguraru:
An optimal set of landmarks for metopic craniosynostosis diagnosis from shape analysis of pediatric CT scans of the head. Computer-Aided Diagnosis 2013: 86702T - [c50]Qian Zhao, Kenneth Rosenbaum, Raymond W. Sze, Dina J. Zand, Marshall Summar
Down syndrome detection from facial photographs using machine learning techniques. Computer-Aided Diagnosis 2013: 867003 - [c49]Jianfei Liu, Marius George Linguraru, Shijun Wang, Ronald M. Summers:
Automatic segmentation of kidneys from non-contrast CT images using efficient belief propagation. Computer-Aided Diagnosis 2013: 867005 - [c48]Jianfei Liu, Shijun Wang, Marius George Linguraru, Ronald M. Summers:
Robust detection of renal calculi from non-contract CT images using TV-flow and MSER features. Computer-Aided Diagnosis 2013: 867006 - [c47]Juan J. Cerrolaza, Nabile M. Safdar, Raymond W. Sze, Marius George Linguraru:
MR Enterography Image Fusion in Small Bowel Analysis. CLIP 2013: 48-56 - [c46]Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases. MICCAI (2) 2013: 83-90 - [c45]Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Dina J. Zand, Raymond W. Sze, Marshall Summar
Hierarchical Constrained Local Model Using ICA and Its Application to Down Syndrome Detection. MICCAI (2) 2013: 222-229 - [c44]Carlos S. Mendoza, Xin Kang, Nabile M. Safdar, Emmarie Myers, Aaron D. Martin, Enrico Grisan
Automatic Analysis of Pediatric Renal Ultrasound Using Shape, Anatomical and Image Acquisition Priors. MICCAI (3) 2013: 259-266 - [c43]Toshiyuki Okada, Marius George Linguraru, Masatoshi Hori, Ronald M. Summers, Noriyuki Tomiyama, Yoshinobu Sato:
Abdominal Multi-organ CT Segmentation Using Organ Correlation Graph and Prediction-Based Shape and Location Priors. MICCAI (3) 2013: 275-282 - [c42]Jianfei Liu, Shijun Wang, Jianhua Yao
Manifold Diffusion for Exophytic Kidney Lesion Detection on Non-contrast CT Images. MICCAI (1) 2013: 340-347 - [c41]Juan J. Cerrolaza, Noemí Carranza-Herrezuelo, Arantxa Villanueva
Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures. MICCAI (2) 2013: 641-648 - [e2]Klaus Drechsler, Marius Erdt
Clinical Image-Based Procedures. From Planning to Intervention - International Workshop, CLIP 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 5, 2012, Revised Selected Papers. Lecture Notes in Computer Science 7761, Springer 2013, ISBN 978-3-642-38078-5 [contents] - 2012
- [j8]Marius George Linguraru, John A. Pura, Vivek Pamulapati, Ronald M. Summers:
Statistical 4D graphs for multi-organ abdominal segmentation from multiphase CT. Medical Image Anal. 16(4): 904-914 (2012) - [j7]Marius George Linguraru, William J. Richbourg, Jianfei Liu, Jeremy M. Watt, Vivek Pamulapati, Shijun Wang, Ronald M. Summers:
Tumor Burden Analysis on Computed Tomography by Automated Liver and Tumor Segmentation. IEEE Trans. Medical Imaging 31(10): 1965-1976 (2012) - [c40]Toshiyuki Okada, Marius George Linguraru, Masatoshi Hori, Yuki Suzuki, Ronald M. Summers, Noriyuki Tomiyama, Yoshinobu Sato:
Multi-organ segmentation in abdominal CT images. EMBC 2012: 3986-3989 - [c39]Shijun Wang, Matthew McKenna
ROC-like optimization by sample ranking: Application to CT colonography. ISBI 2012: 478-481 - [c38]Guido H. Jajamovich, Vivek Pamulapati, Shoaib Alam, Alem Mehari, Gregory J. Kato
Non-invasive indicators of pulmonary hypertension from pulmonary veins quantification in sickle cell disease. ISBI 2012: 840-843 - [c37]Yuki Suzuki, Toshiyuki Okada, Masatoshi Hori, Futoshi Yokota, Marius George Linguraru, Noriyuki Tomiyama, Yoshinobu Sato:
Automated Segmentation and Anatomical Labeling of Abdominal Arteries Based on Multi-organ Segmentation from Contrast-Enhanced CT Data. CLIP 2012: 67-74 - [c36]Carlos S. Mendoza, Nabile M. Safdar, Emmarie Myers, Tanakorn Kittisarapong, Gary F. Rogers, Marius George Linguraru:
Computer-Based Quantitative Assessment of Skull Morphology for Craniosynostosis. CLIP 2012: 98-105 - [c35]Jianfei Liu, Shijun Wang, Marius George Linguraru, Ronald M. Summers:
Tumor Sensitive Matching Flow: An Approach for Ovarian Cancer Metastasis Detection and Segmentation. Abdominal Imaging 2012: 188-197 - [c34]Sergio Vera, Miguel Ángel González Ballester, Marius George Linguraru, Debora Gil
Optimal Medial Surface Generation for Anatomical Volume Representations. Abdominal Imaging 2012: 265-273 - [c33]Miyuki Suzuki, Marius George Linguraru, Kazunori Okada
Multi-Organ Segmentation with Missing Organs in Abdominal CT Images. MICCAI (3) 2012: 418-425 - [c32]Sergey Sergeev, Yang Zhao, Marius George Linguraru, Kazunori Okada
Medical image registration using machine learning-based interest point detector. Image Processing 2012: 831424 - [e1]Hiroyuki Yoshida, Georgios Sakas, Marius George Linguraru:
Abdominal Imaging. Computational and Clinical Applications - Third International Workshop, Held in Conjunction with MICCAI 2011, Toronto, ON, Canada, September 18, 2011, Revised Selected Papers. Lecture Notes in Computer Science 7029, Springer 2012, ISBN 978-3-642-28556-1 [contents] - 2011
- [c31]Vivek Pamulapati, Bradford J. Wood
Intra-hepatic vessel segmentation and classification in multi-phase CT using optimized graph cuts. ISBI 2011: 1982-1985 - [c30]Xiaofeng Liu, Marius George Linguraru, Jianhua Yao
Abdominal multi-organ localization on contrast-enhanced CT based on maximum a posteriori probability and minimum volume overlap. ISBI 2011: 2083-2086 - [c29]Neil Panjwani, Marius George Linguraru, Joel G. Fletcher, Ronald M. Summers:
Computer-Aided Polyp Detection for Laxative-Free CT Colonography. Abdominal Imaging 2011: 18-26 - [c28]Toshiyuki Okada, Marius George Linguraru, Yasuhide Yoshida, Masatoshi Hori, Ronald M. Summers, Yen-Wei Chen, Noriyuki Tomiyama, Yoshinobu Sato:
Abdominal Multi-Organ Segmentation of CT Images Based on Hierarchical Spatial Modeling of Organ Interrelations. Abdominal Imaging 2011: 173-180 - [c27]Vivek Pamulapati, Aradhana Venkatesan
Liver Segmental Anatomy and Analysis from Vessel and Tumor Segmentation via Optimized Graph Cuts. Abdominal Imaging 2011: 189-197 - [c26]Marius George Linguraru, William J. Richbourg, Jeremy M. Watt, Vivek Pamulapati, Ronald M. Summers:
Liver and Tumor Segmentation and Analysis from CT of Diseased Patients via a Generic Affine Invariant Shape Parameterization and Graph Cuts. Abdominal Imaging 2011: 198-206 - [c25]Sergio Vera, Debora Gil
Computation and Evaluation of Medial Surfaces for Shape Representation of Abdominal Organs. Abdominal Imaging 2011: 223-230 - [c24]Miyuki Suzuki, Marius George Linguraru, Ronald M. Summers, Kazunori Okada
Analyses of Missing Organs in Abdominal Multi-Organ Segmentation. Abdominal Imaging 2011: 256-263 - 2010
- [c23]Xiaofeng Liu, Marius George Linguraru, Jianhua Yao
Organ Pose Distribution Model and an MAP Framework for Automated Abdominal Multi-organ Localization. MIAR 2010: 393-402 - [c22]Marius George Linguraru, John A. Pura, Ananda S. Chowdhury
Multi-organ Segmentation from Multi-phase Abdominal CT via 4D Graphs Using Enhancement, Shape and Location Optimization. MICCAI (3) 2010: 89-96
2000 – 2009
- 2009
- [j6]Marius George Linguraru, Jianhua Yao
Renal tumor quantification and classification in contrast-enhanced abdominal CT. Pattern Recognit. 42(6): 1149-1161 (2009) - [c21]Mauricio Reyes, Miguel Ángel González Ballester, Zhixi Li, Nina Kozic, See Chin, Ronald M. Summers, Marius George Linguraru:
Anatomical Variability of Organs Via Principal Factor Analysis from the Construction of an Abdominal Probabilistic Atlas. ISBI 2009: 682-685 - [c20]Nina Kozic, Miguel Ángel González Ballester, Philippe Büchler, Nils Reimers, Lutz-Peter Nolte, Marius George Linguraru, Mauricio Reyes:
Population-Specific Evaluation of Implant Bone Fitting Using PCA Shape Space and Level Sets. ISBI 2009: 883-886 - [c19]Marius George Linguraru, Rabindra Gautam, James Peterson, Jianhua Yao
Renal Tumor Quantification and Classification in Triple-Phase Contrast-Enhanced Abdominal CT. ISBI 2009: 1310-1313 - [c18]Marius George Linguraru, John A. Butman
Segmentation propagation for the automated quantification of ventricle volume from serial MRI. Computer-Aided Diagnosis 2009: 72601Z - [c17]Ananda S. Chowdhury
Two methods of Haustral fold detection from computed tomographic virtual colonoscopy images. Computer-Aided Diagnosis 2009: 72602U - [c16]Marius George Linguraru, Jesse K. Sandberg
Atlas-Based Automated Segmentation of Spleen and Liver Using Adaptive Enhancement Estimation. MICCAI (1) 2009: 1001-1008 - 2008
- [j5]Marius George Linguraru, Nikolay V. Vasilyev, Gerald R. Marx, Wayne Tworetzky, Pedro J. del Nido, Robert D. Howe:
Fast block flow tracking of atrial septal defects in 4D echocardiography. Medical Image Anal. 12(4): 397-412 (2008) - [c15]Ananda S. Chowdhury, Jianhua Yao
Detection of anatomical landmarks in human colon from computed tomographic colonography images. ICPR 2008: 1-4 - [c14]Marius George Linguraru, Ronald M. Summers:
Multi-organ automatic segmentation in 4D contrast-enhanced abdominal CT. ISBI 2008: 45-48 - [c13]John A. Butman
Assessment of ventricle volume from serial MRI scans in communicating hydrocephalus. ISBI 2008: 49-52 - [c12]Matthias Peterhans, Haydar Talib, Marius George Linguraru, Martin Styner, Miguel Ángel González Ballester
A method for frame-by-frame us to CT registration in a joint calibration and registration framework. ISBI 2008: 1131-1134 - 2007
- [j4]Marius George Linguraru, Miguel Ángel González Ballester, Nicholas Ayache:
Deformable Atlases for the Segmentation of Internal Brain Nuclei in Magnetic Resonance Imaging. Int. J. Comput. Commun. Control 2(1): 26-36 (2007) - [c11]Marius George Linguraru, Alexandre Kabla
Real-Time Block Flow Tracking of Atrial Septal Defect Motion in 4d Cardiac Ultrasound. ISBI 2007: 356-359 - [c10]Mauricio Reyes, Marius George Linguraru, Kostas Marias
Statistical Shape Analysis via Principal Factor Analysis. ISBI 2007: 1216-1219 - [c9]Yuri Ishihara, Reza Nezafat, John V. Wylie, Marius George Linguraru, Mark E. Josephson, Robert D. Howe, Warren J. Manning, Dana C. Peters
MRI evaluation of RF ablation scarring for atrial fibrillation treatment. Image-Guided Procedures 2007: 65090Q - 2006
- [j3]Marius George Linguraru, Kostas Marias
A biologically inspired algorithm for microcalcification cluster detection. Medical Image Anal. 10(6): 850-862 (2006) - [j2]Marius George Linguraru, Nicholas Ayache, Éric Bardinet, Miguel Ángel González Ballester, Damien Galanaud, Stéphane Haïk
Differentiation of sCJD and vCJD forms by automated analysis of basal ganglia intensity distribution in multisequence MRI of the brain-definition and evaluation of new MRI-based ratios. IEEE Trans. Medical Imaging 25(8): 1052-1067 (2006) - [c8]Marius George Linguraru, Nikolay V. Vasilyev, Pedro J. del Nido, Robert D. Howe:
Atrial Septal Defect Tracking in 3D Cardiac Ultrasound. MICCAI (1) 2006: 596-603 - [c7]Marius George Linguraru, Robert D. Howe:
Texture-based instrument segmentation in 3D ultrasound images. Image Processing 2006: 61443J - 2005
- [c6]Marius George Linguraru, Nicholas Ayache, Miguel Ángel González Ballester, Éric Bardinet, Damien Galanaud, Stéphane Haïk
New Ratios for the Detection and Classification of CJD in Multisequence MRI of the Brain. MICCAI (2) 2005: 492-499 - [c5]Miguel Ángel González Ballester, Marius George Linguraru, Mauricio Reyes Aguirre, Nicholas Ayache:
On the adequacy of principal factor analysis for the study of shape variability. Image Processing 2005 - 2004
- [j1]Miguel Ángel González Ballester
Generalized image models and their application as statistical models of images. Medical Image Anal. 8(3): 361-369 (2004) - [c4]Marius George Linguraru, Michael Brady, Ruth E. English:
Foveal Algorithm for the Detection of Microcalcification Clusters: A FROC Analysis. MICCAI (2) 2004: 813-820 - 2003
- [c3]Marius George Linguraru, Miguel Ángel González Ballester, Nicholas Ayache:
A Multiscale Feature Detector for Morphological Analysis of the Brain. MICCAI (2) 2003: 738-745 - 2001
- [c2]Marius George Linguraru, J. Michael Brady, Timor Kadir, Margaret Yam:
A Novel Method to Detect Microcalcifications for Early Signs of Breast Cancer. MedInfo 2001: 946 - [c1]Marius George Linguraru, Michael Brady, Margaret Yam:
Filtering hint Images for the Detection of Microcalcifications. MICCAI 2001: 629-636
Coauthor Index
Syed Muhammad Anwar
aka: Syed Muhammed Anwar
aka: Syed Muhammed Anwar
Antonio R. Porras
aka: Antonio Reyes Porras
aka: Antonio Reyes Porras
Holger Roth
aka: Holger R. Roth
aka: Holger R. Roth
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