Hersh Sagreiya

17 papers Misc 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Cloud-Based System for Automated AI Image Analysis and Reporting.
J. Imaging Inform. Medicine
Neil Chatterjee, Jeffrey T. Duda, James C. Gee, Ameena Elahi, Kristen Martin, Van Doan, Hannah Liu, Matthew T. MacLean, Daniel J. Rader, Arijitt Borthakur, Charles E. Kahn Jr., Hersh Sagreiya, Walter R. Witschey
2025 J jnl
Automated Integration of AI Results into Radiology Reports Using Common Data Elements.
J. Imaging Inform. Medicine
Garv Mehdiratta, Jeffrey T. Duda, Ameena Elahi, Arijitt Borthakur, Neil Chatterjee, James C. Gee, Hersh Sagreiya, Walter R. Witschey, Charles E. Kahn
2024 J jnl
An Unsupervised Approach for Treatment Effectiveness Monitoring Using Curvature Learning.
Comput.
Hersh Sagreiya, Isabelle Durot, Alireza Akhbardeh
2024 J jnl
CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models.
CoRR
Sheng Wang, Tianming Du, Katherine Fischer, Gregory E. Tasian, Justin Ziemba, Joanie M. Garratt, Hersh Sagreiya, Yong Fan
2024 J jnl
Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria.
CoRR
Michael S. Yao, Allison Chae, Charles E. Kahn Jr., Walter R. Witschey, James C. Gee, Hersh Sagreiya, Osbert Bastani
2024 J jnl
Machine learning-based algorithms for at-home respiratory disease monitoring and respiratory assessment.
CoRR
Negar Orangi-Fard, Alexandru Bogdan, Hersh Sagreiya
2023 — conf
SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk Stratification.
PRIME@MICCAI
Michael S. Yao, Allison Chae, Matthew T. MacLean, Anurag Verma, Jeffrey T. Duda, James C. Gee, Drew A. Torigian, Daniel J. Rader, Charles E. Kahn, Walter R. Witschey, Hersh Sagreiya
2022 J jnl
Learning-Based Radiomic Prediction of Type 2 Diabetes Mellitus Using Image-Derived Phenotypes.
CoRR
Michael S. Yao, Allison Chae, Matthew T. MacLean, Anurag Verma, Jeffrey T. Duda, James C. Gee, Drew A. Torigian, Daniel J. Rader, Charles E. Kahn, Walter R. Witschey, Hersh Sagreiya
2022 J jnl
Predictive Model for ICU Readmission Based on Discharge Summaries Using Machine Learning and Natural Language Processing.
Informatics
Negar Orangi-Fard, Alireza Akhbardeh, Hersh Sagreiya
2021 J jnl
Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank.
J. Am. Medical Informatics Assoc.
Matthew T. MacLean, Qasim Jehangir, Marijana Vujkovic, Yi-An Ko, Harold Litt, Arijitt Borthakur, Hersh Sagreiya, Mark Rosen, David A. Mankoff, Mitchell D. Schnall, Haochang Shou, Julio A. Chirinos, Scott M. Damrauer, Drew A. Torigian, Rotonya Carr, Daniel J. Rader, Walter R. Witschey
2020 J jnl
Cross-Modal Data Programming Enables Rapid Medical Machine Learning.
Patterns
Jared A. Dunnmon, Alexander J. Ratner, Khaled Saab, Nishith Khandwala, Matthew Markert, Hersh Sagreiya, Roger E. Goldman, Christopher Lee-Messer, Matthew P. Lungren, Daniel L. Rubin, Christopher Ré
2019 J jnl
Automatic inference of BI-RADS final assessment categories from narrative mammography report findings.
J. Biomed. Informatics
Imon Banerjee, Selen Bozkurt, Emel Alkim, Hersh Sagreiya, Allison W. Kurian, Daniel L. Rubin
2019 J jnl
Cross-Modal Data Programming Enables Rapid Medical Machine Learning.
CoRR
Jared Dunnmon, Alexander Ratner, Nishith Khandwala, Khaled Saab, Matthew Markert, Hersh Sagreiya, Roger E. Goldman, Christopher Lee-Messer, Matthew P. Lungren, Daniel L. Rubin, Christopher Ré
2019 — conf
Doubly Weak Supervision of Deep Learning Models for Head CT.
MICCAI (3)
Khaled Saab, Jared Dunnmon, Roger E. Goldman, Alexander Ratner, Hersh Sagreiya, Christopher Ré, Daniel L. Rubin
2010 J jnl
An integrative method for scoring candidate genes from association studies: application to warfarin dosing.
BMC Bioinform.
Nicholas P. Tatonetti, Joel Dudley, Hersh Sagreiya, Atul J. Butte, Russ B. Altman
2010 J jnl
The utility of general purpose versus specialty clinical databases for research: Warfarin dose estimation from extracted clinical variables.
J. Biomed. Informatics
Hersh Sagreiya, Russ B. Altman
2009 Misc conf
A General Framework for Dose Optimization.
AMIA
Robert G. Turcott, Hersh Sagreiya, Euan A. Ashley, Russ B. Altman, Amar K. Das