Mary M. Saltz

18 papers B 1Misc 9Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2022 — conf
Learning Topological Interactions for Multi-Class Medical Image Segmentation.
ECCV (29)
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
2022 J jnl
Learning Topological Interactions for Multi-Class Medical Image Segmentation.
CoRR
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
2021 Misc conf
Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks.
AMIA
Siao Sun, Fusheng Wang, Sina Rashidian, Tahsin M. Kurç, Kayley Abell-Hart, Janos G. Hajagos, Wei Zhu, Mary M. Saltz, Joel H. Saltz
2021 — conf
Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks.
Poly/DMAH@VLDB
Siao Sun, Fusheng Wang, Sina Rashidian, Tahsin M. Kurç, Kayley Abell-Hart, Janos G. Hajagos, Wei Zhu, Mary M. Saltz, Joel H. Saltz
2021 J jnl
Identifying risk of opioid use disorder for patients taking opioid medications with deep learning.
J. Am. Medical Informatics Assoc.
Xinyu Dong, Jianyuan Deng, Sina Rashidian, Kayley Abell-Hart, Wei Hou, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
2021 Misc conf
Informatics to Power Post-COVID Care: A Framework for Patient Care and Secondary Data Use.
AMIA
Sritha Rajupet, Rachel Wong, Donna Moller, Lisa Maldonado, Tricia Weiss, Tahsin M. Kurç, Janos G. Hajagos, Hasit Shah, Mary M. Saltz, Joel H. Saltz, Veena Lingam
2021 J jnl
Predicting opioid overdose risk of patients with opioid prescriptions using electronic health records based on temporal deep learning.
J. Biomed. Informatics
Xinyu Dong, Jianyuan Deng, Wei Hou, Sina Rashidian, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
2020 J jnl
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning.
CoRR
Xinyu Dong, Jianyuan Deng, Sina Rashidian, Kayley Abell-Hart, Wei Hou, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
2020 Misc conf
Inpatient Point of Care Glucose Performance Analysis Using Paired Timestamps.
AMIA
Chao-Wei Tsai, Kayley Abell-Hart, Joshua Miller, Danielle J. Kelly, Mary M. Saltz, Veena Lingam
2020 B conf
SMOOTH-GAN: Towards Sharp and Smooth Synthetic EHR Data Generation.
AIME
Sina Rashidian, Fusheng Wang, Richard A. Moffitt, Victor Garcia, Anurag Dutt, Wei Chang, Vishwam Pandya, Janos G. Hajagos, Mary M. Saltz, Joel H. Saltz
2019 Misc conf
Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records.
AMIA
Xinyu Dong, Sina Rashidian, Yu Wang, Janos G. Hajagos, Xia Zhao, Richard N. Rosenthal, Jun Kong, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
2018 J jnl
Disease phenotyping using deep learning: A diabetes case study.
CoRR
Sina Rashidian, Janos G. Hajagos, Richard A. Moffitt, Fusheng Wang, Xinyu Dong, Kayley Abell-Hart, Kimberly Noel, Rajarsi R. Gupta, Mathew Tharakan, Veena Lingam, Joel H. Saltz, Mary M. Saltz
2018 Misc conf
Social Media Based Analysis of Opioid Epidemic Using Reddit.
AMIA
Sheetal Pandrekar Mangesh, Xin Chen, Gaurav Gopalkrishna, Avi Srivastava, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
2017 Misc conf
Large-scale Analysis of Opioid Poisoning Related Hospital Visits in New York State.
AMIA
Xin Chen, Yu Wang, Xiaxia Yu, Elinor Schoenfeld, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
2017 — conf
Spatio-temporal Analysis for New York State SPARCS Data.
CRI
Xin Chen, Yu Wang, Elinor Schoenfeld, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
2016 Misc conf
S2CR3UM: A Solution to the In Silico Relevance, Reliability & Reproducibility Conundrum.
AMIA
Sarah B. Putney, Andrew White, Janos G. Hajagos, Joel H. Saltz, Jonas S. Almeida, Mary M. Saltz
2015 Misc conf
Integrative Informatics and Predictive Modeling Support for Population Health.
AMIA
Mary M. Saltz, Joel H. Saltz, Janos G. Hajagos, Andrew White, Charles Boicey, Jim Murry, Ivan Crnosija, Tahsin M. Kurç, Erich Bremer, Jonas S. Almeida
2015 Misc conf
OpenHealth Platform for Interactive Contextualization of Population Health Open Data.
AMIA
Jonas S. Almeida, Janos G. Hajagos, Ivan Crnosija, Tahsin M. Kurç, Mary M. Saltz, Joel H. Saltz