Hersh Sagreiya

According to our database, Hersh Sagreiya authored at least 10 papers between 2009 and 2023.

Collaborative distances:

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

2023

SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk Stratification.

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

Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

2022

Predictive Model for ICU Readmission Based on Discharge Summaries Using Machine Learning and Natural Language Processing.

Negar Orangi-Fard, Alireza Akhbardeh, Hersh Sagreiya

Informatics, 2022

Learning-Based Radiomic Prediction of Type 2 Diabetes Mellitus Using Image-Derived Phenotypes.

Michael S. Yao, Allison Chae, Matthew T. MacLean, Anurag Verma, Jeffrey T. Duda, James C. Gee, Drew A. Torigian, Daniel J. Rader, Charles Kahn, Walter R. Witschey, Hersh Sagreiya

CoRR, 2022

2021

Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank.

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

J. Am. Medical Informatics Assoc., 2021

2020

Cross-Modal Data Programming Enables Rapid Medical Machine Learning.

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

Patterns, 2020

2019

Automatic inference of BI-RADS final assessment categories from narrative mammography report findings.

Imon Banerjee, Selen Bozkurt, Emel Alkim, Hersh Sagreiya, Allison W. Kurian, Daniel L. Rubin

J. Biomed. Informatics, 2019

Doubly Weak Supervision of Deep Learning Models for Head CT.

Khaled Saab, Jared Dunnmon, Roger E. Goldman, Alexander Ratner, Hersh Sagreiya, Christopher Ré, Daniel L. Rubin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2010

The utility of general purpose versus specialty clinical databases for research: Warfarin dose estimation from extracted clinical variables.

Hersh Sagreiya, Russ B. Altman

J. Biomed. Informatics, 2010

An integrative method for scoring candidate genes from association studies: application to warfarin dosing.

Nicholas P. Tatonetti, Joel Dudley, Hersh Sagreiya, Atul J. Butte, Russ B. Altman

BMC Bioinform., 2010

2009

A General Framework for Dose Optimization.

Robert G. Turcott, Hersh Sagreiya, Euan A. Ashley, Russ B. Altman, Amar K. Das

Proceedings of the AMIA 2009, 2009