Sahar F. Zafar

According to our database, Sahar F. Zafar authored at least 18 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Automated Electronic Health Record Phenotyping of Acute and Subacute Subdural Hematoma.

Gregory B. Hooke, Haoqi Sun, Catherine Clive, Spencer Boris, Niels Turley, Lydia Petersen, Jaden Searle, Bram Overmeer, Ali Han Yaramis, Karan Singh, Arjun Singh, Daniel Sumsion, Aditya Gupta, Manohar Ghanta, Valdery Moura Junior, Marta P. B. Fernandes, Katie L. Stone, Dennis Hwang, Lynn Marie Trotti, Gari D. Clifford, Umakanth Katwa, Shibani S. Mukerji, Sahar F. Zafar, Robert J. Thomas, M. Brandon Westover

Algorithms, 2026

2025

Automated phenotyping of mild cognitive impairment and Alzheimer's disease and related dementias using electronic health records.

Ruoqi Wei, Stephanie S. Buss, Rebecca Milde, Marta Fernandes, Daniel Sumsion, Elijah Davis, Wan-Yee Kong, Yiwen Xiong, Jet Veltink, Samvrit Rao, Tara M. Westover, Lydia Petersen, Niels Turley, Arjun Singh, Sudeshna Das, Valdery Moura Junior, Manohar Ghanta, Aditya Gupta, Jennifer Kim, Alice D. Lam, Katie L. Stone, Emmanuel Mignot, Dennis Hwang, Lynn Marie Trotti, Gari D. Clifford, Umakanth Katwa, Robert J. Thomas, Shibani Mukerji, Sahar F. Zafar, M. Brandon Westover, Haoqi Sun

Int. J. Medical Informatics, 2025

2024

Corrigendum to "Brain health scores to predict neurological outcomes from electronic health records" [Int. J. Med. Inform. (2023) 105270].

Marta P. B. Fernandes, Haoqi Sun, Zeina Chemali, Shibani S. Mukerji, Lidia M. V. R. Moura, Sahar F. Zafar, Akshata Sonni, Alessandro Biffi, Jonathan Rosand, M. Brandon Westover

Int. J. Medical Informatics, 2024

Safe and Interpretable Estimation of Optimal Treatment Regimes.

Harsh Parikh, Quinn Lanners, Zade Akras, Sahar F. Zafar, M. Brandon Westover, Cynthia Rudin, Alexander Volfovsky

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Brain health scores to predict neurological outcomes from electronic health records.

Marta P. B. Fernandes, Haoqi Sun, Zeina Chemali, Shibani S. Mukerji, Lidia M. V. R. Moura, Sahar F. Zafar, Akshata Sonni, Alessandro Biffi, Jonathan Rosand, M. Brandon Westover

Int. J. Medical Informatics, December, 2023

Classification of neurologic outcomes from medical notes using natural language processing.

Marta B. Fernandes, Navid Valizadeh, Haitham Alabsi, Syed A. Quadri, Ryan A. Tesh, Abigail A. Bucklin, Haoqi Sun, Aayushee Jain, Laura Brenner, Elissa M. Ye, Wendong Ge, Sarah I. Collens, Stacie Lin, Sudeshna Das, Gregory K. Robbins, Sahar F. Zafar, Shibani S. Mukerji, M. Brandon Westover

Expert Syst. Appl., 2023

Estimating Trustworthy and Safe Optimal Treatment Regimes.

Harsh Parikh, Quinn Lanners, Zade Akras, Sahar F. Zafar, M. Brandon Westover, Cynthia Rudin, Alexander Volfovsky

CoRR, 2023

2022

Why Interpretable Causal Inference is Important for High-Stakes Decision Making for Critically Ill Patients and How To Do It.

Harsh Parikh, Kentaro Hoffman, Haoqi Sun, Wendong Ge, Jin Jing, Rajesh Amerineni, Lin Liu, Jimeng Sun, Sahar F. Zafar, Aaron Struck, Alexander Volfovsky, Cynthia Rudin, M. Brandon Westover

CoRR, 2022

2021

Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records.

Tanish Tyagi, Colin G. Magdamo, Ayush Noori, Zhaozhi Li, Xiao Liu, Mayuresh Deodhar, Zhuoqiao Hong, Wendong Ge, Elissa M. Ye, Yi-han Sheu, Haitham Alabsi, Laura Brenner, Gregory K. Robbins, Sahar F. Zafar, Nicole Benson, Lidia M. V. R. Moura, John Hsu, Alberto Serrano-Pozo, Dimitry Prokopenko, Rudolph E. Tanzi, Bradley T. Hyman, Deborah Blacker, Shibani S. Mukerji, M. Brandon Westover, Sudeshna Das

CoRR, 2021

2020

Resolving overlapping convex objects in silhouette images by concavity analysis and Gaussian process.

Sahar F. Zafar, Mariia Murashkina, Tuomas Eerola, Jouni Sampo, Heikki Kälviäinen, Heikki Haario

J. Vis. Commun. Image Represent., 2020

Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning.

Zhuoqiao Hong, Colin G. Magdamo, Yi-han Sheu, Prathamesh Mohite, Ayush Noori, Elissa M. Ye, Wendong Ge, Haoqi Sun, Laura Brenner, Gregory K. Robbins, Shibani Mukerji, Sahar F. Zafar, Nicole Benson, Lidia M. V. R. Moura, John Hsu, Bradley T. Hyman, M. Brandon Westover, Deborah Blacker, Sudeshna Das

CoRR, 2020

2019

Automated Segmentation of the Pectoral Muscle in Axial Breast MR Images.

Sahar F. Zafar, Mazen Diab, Tuomas Eerola, Summer E. Hanson, Gregory P. Reece, Gary J. Whitman, Mia K. Markey, Krishnaswamy Ravi-Chandar, Alan C. Bovik, Heikki Kälviäinen

Proceedings of the Advances in Visual Computing, 2019

Automated Segmentation of Nanoparticles in BF TEM Images by U-Net Binarization and Branch and Bound.

Sahar F. Zafar, Tuomas Eerola, Paulo Ferreira, Heikki Kälviäinen, Alan C. Bovik

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns.

Jin Jing, Emile drAngremont, Sahar F. Zafar, Eric S. Rosenthal, Mohammad Tabaeizadeh, Senan Ebrahim, Justin Dauwels, M. Brandon Westover

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Comparison of Concave Point Detection Methods for Overlapping Convex Objects Segmentation.

Sahar F. Zafar, Tuomas Eerola, Jouni Sampo, Heikki Kälviäinen, Heikki Haario

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

2016

Segmentation of Partially Overlapping Convex Objects Using Branch and Bound Algorithm.

Sahar F. Zafar, Tuomas Eerola, Jouni Sampo, Heikki Kälviäinen, Heikki Haario

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015

Segmentation of Overlapping Elliptical Objects in Silhouette Images.

Sahar F. Zafar, Tuomas Eerola, Jouni Sampo, Heikki Kälviäinen, Heikki Haario

IEEE Trans. Image Process., 2015

Segmentation of Partially Overlapping Nanoparticles Using Concave Points.

Sahar F. Zafar, Tuomas Eerola, Jouni Sampo, Heikki Kälviäinen, Heikki Haario

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015