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Sardar Ansari

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2020 – today

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2023
[j7]
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Negar Farzaneh, Sardar Ansari, Elizabeth Lee, Kevin R. Ward, Michael W. Sjoding:
Collaborative strategies for deploying artificial intelligence to complement physician diagnoses of acute respiratory distress syndrome. npj Digit. Medicine 6 (2023)
[c23]
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Loc Cao, Kevin R. Ward, Ruchi Sharma, Xudong Fan, Sardar Ansari:
Deep Learning Approach for Automated Gas Chromatography Peak Detection to Account for Co-elution. BIBM 2023: 2617-2623
[c22]
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Hongyi Yang, Richard Gonzalez, Brahmajee K. Nallamothu, Keith D. Aaronson, Kevin R. Ward, Alfred O. Hero III, Sardar Ansari:
A Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest-k Loss. BIBM 2023: 3226-3133
[c21]
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Loc Cao, Wenzhe Zang, Ruchi Sharma, Ali Tabartehfarahani, Chandrakalavathi Thota, Anjali Devi Sivakumar, Andres Lam, Xudong Fan, Kevin R. Ward, Sardar Ansari:
Automated Gas Chromatography Peak Alignment: A Deep Learning Approach using Greedy Optimization and Simulation. EMBC 2023: 1-4
[c20]
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Negar Farzaneh, Hamid Ghanbari, Mingzhu Liu, Loc Cao, Kevin R. Ward, Sardar Ansari:
A Comprehensive Comparison of Six Publicly Available Algorithms for Localization of QRS Complex on Electrocardiograph. EMBC 2023: 1-4
2022
[c19]
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Loc Cao, Hamid Ghanbari, Negar Farzaneh, Kevin R. Ward, Sardar Ansari:
Robustness of Residual Network in Predicting PR Interval Trained Using Noisy Labels. CinC 2022: 1-4
2021
[c18]
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  - conf/cinc/ReynaSPGSRRESAG21
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Matthew A. Reyna, Nadi Sadr, Erick Andres Perez-Alday, Annie Gu, Amit J. Shah, Chad Robichaux, Ali Bahrami Rad, Andoni Elola, Salman Seyedi, Sardar Ansari, Hamid Ghanbari, Qiao Li, Ashish Sharma, Gari D. Clifford:
Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021. CinC 2021: 1-4
2020
[j6]
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  - journals/jbi/GilliesTCAIKMW20
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Christopher E. Gillies, Daniel F. Taylor, Brandon C. Cummings, Sardar Ansari, Fadi Islim, Steven L. Kronick, Richard P. Medlin Jr., Kevin R. Ward:
Demonstrating the consequences of learning missingness patterns in early warning systems for preventative health care: A novel simulation and solution. J. Biomed. Informatics 110: 103528 (2020)
[j5]
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  - journals/tcbb/ZareANN20
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Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi:
Preprocessing Sequence Coverage Data for More Precise Detection of Copy Number Variations. IEEE ACM Trans. Comput. Biol. Bioinform. 17(3): 868-876 (2020)
[c17]
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Sardar Ansari, Christopher E. Gillies, Brandon C. Cummings, Jonathan Motyka, Guan Wang, Kevin R. Ward, Hamid Ghanbari:
Classification of 12-Lead Electrocardiograms Using Residual Neural Networks and Transfer Learning. CinC 2020: 1-4
[c16]
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  - conf/embc/FiciaraDABRPCAC20
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Eleonora Ficiarà, Federico D'Agata, Sardar Ansari, Silvia Boschi, Innocenzo Rainero, Lorenzo Priano, Stefania Cattaldo, Ornella Abollino, Roberta Cavalli, Caterina Guiot:
A mathematical model for the evaluation of iron transport across the blood-cerebrospinal fluid barrier in neurodegenerative diseases. EMBC 2020: 2270-2273

2010 – 2019

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2019
[j4]
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  - journals/entropy/SabetiGDBAIKN19
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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. Entropy 21(5): 442 (2019)
[c15]
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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. AIM 2019: 133-138
2018
[c14]
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Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi:
Copy number variation detection using partial alignment information. BIBM 2018: 2435-2441
[c13]
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  - conf/embc/NguyenAHLGGN18
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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. EMBC 2018: 526-529
[c12]
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Sardar Ansari, Jonathan Gryak, Kayvan Najarian:
Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach. EMBC 2018: 5632-5635
2017
[j3]
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Sardar Ansari, Kevin R. Ward, Kayvan Najarian:
Motion Artifact Suppression in Impedance Pneumography Signal for Portable Monitoring of Respiration: An Adaptive Approach. IEEE J. Biomed. Health Informatics 21(2): 387-398 (2017)
[j2]
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  - journals/transci/AnsariMM17
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Sardar Ansari, Laura A. McLay, Maria E. Mayorga:
A Maximum Expected Covering Problem for District Design. Transp. Sci. 51(1): 376-390 (2017)
[c11]
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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. ACC 2017: 807-812
[c10]
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Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi:
Bias and Noise Cancellation for Robust Copy Number Variation Detection. BCB 2017: 591
[c9]
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Fatima Zare, Sardar Ansari, Kayvan Najarian, Sheida Nabavi:
Noise cancellation for robust copy number variation detection using next generation sequencing data. BIBM 2017: 230-236
[c8]
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  - conf/embc/AnsariMOHWN17
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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. EMBC 2017: 2227-2230
2016
[c7]
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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. BHI 2016: 493-496
2015
[j1]
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  - journals/titb/AnsariWN15
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Sardar Ansari, Kevin Ward, Kayvan Najarian:
Epsilon-Tube Filtering: Reduction of High-Amplitude Motion Artifacts From Impedance Plethysmography Signal. IEEE J. Biomed. Health Informatics 19(2): 406-417 (2015)
[c6]
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Sardar Ansari, Ashwin Belle, Kayvan Najarian:
Multi-modal Integrated Approach towards Reducing False Arrhythmia Alarms During Continuous Patient Monitoring: the PhysioNet Challenge 2015. CinC 2015: 1181-1184
2011
[c5]
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  - conf/bibm/AnsariBWHN11
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Sardar Ansari, Ashwin Belle, Kevin Ward, Rosalyn S. Hobson, Kayvan Najarian:
Reduction of periodic motion artifacts from impedance plethysmography. BIBM Workshops 2011: 540-547
[c4]
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Sardar Ansari, Kevin Ward, Kayvan Najarian:
ε-tube regression: A new method for motion artifact reduction. EMBC 2011: 2736-2739
2010
[c3]
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  - conf/bibm/AnsariNW10
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Sardar Ansari, Kayvan Najarian, Kevin Ward:
Adaptive set-membership normalized least mean squares: An adaptive filter for the systems with bounded noise. BIBM Workshops 2010: 179-184
[c2]
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Sardar Ansari, Ashwin Belle, Kayvan Najarian, Kevin Ward:
Impedance plethysmography on the arms: Respiration monitoring. BIBM Workshops 2010: 471-472

2000 – 2009

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2009
[c1]
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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. BIBM 2009: 197-202

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