Mary M. Saltz

According to our database, Mary M. Saltz authored at least 15 papers between 2015 and 2022.

Collaborative distances:

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

2022

Learning Topological Interactions for Multi-Class Medical Image Segmentation.

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

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Predicting opioid overdose risk of patients with opioid prescriptions using electronic health records based on temporal deep learning.

Xinyu Dong, Jianyuan Deng, Wei Hou, Sina Rashidian, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang

J. Biomed. Informatics, 2021

Identifying risk of opioid use disorder for patients taking opioid medications with deep learning.

Xinyu Dong, Jianyuan Deng, Sina Rashidian, Kayley Abell-Hart, Wei Hou, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang

J. Am. Medical Informatics Assoc., 2021

Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks.

Siao Sun, Fusheng Wang, Sina Rashidian, Tahsin M. Kurç, Kayley Abell-Hart, Janos G. Hajagos, Wei Zhu, Mary M. Saltz, Joel H. Saltz

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2021

Informatics to Power Post-COVID Care: A Framework for Patient Care and Secondary Data Use.

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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Inpatient Point of Care Glucose Performance Analysis Using Paired Timestamps.

Chao-Wei Tsai, Kayley Abell-Hart, Joshua Miller, Danielle J. Kelly, Mary M. Saltz, Veena Lingam

Proceedings of the AMIA 2020, 2020

SMOOTH-GAN: Towards Sharp and Smooth Synthetic EHR Data Generation.

Sina Rashidian, Fusheng Wang, Richard A. Moffitt, Victor Garcia, Anurag Dutt, Wei Chang, Vishwam Pandya, Janos G. Hajagos, Mary M. Saltz, Joel H. Saltz

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records.

Xinyu Dong, Sina Rashidian, Yu Wang, Janos G. Hajagos, Xia Zhao, Richard N. Rosenthal, Jun Kong, Mary M. Saltz, Joel H. Saltz, Fusheng Wang

Proceedings of the AMIA 2019, 2019

2018

Disease phenotyping using deep learning: A diabetes case study.

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

CoRR, 2018

Social Media Based Analysis of Opioid Epidemic Using Reddit.

Sheetal Pandrekar Mangesh, Xin Chen, Gaurav Gopalkrishna, Avi Srivastava, Mary M. Saltz, Joel H. Saltz, Fusheng Wang

Proceedings of the AMIA 2018, 2018

2017

Spatio-temporal Analysis for New York State SPARCS Data.

Xin Chen, Yu Wang, Elinor Schoenfeld, Mary M. Saltz, Joel H. Saltz, Fusheng Wang

Proceedings of the Summit on Clinical Research Informatics, 2017

Large-scale Analysis of Opioid Poisoning Related Hospital Visits in New York State.

Xin Chen, Yu Wang, Xiaxia Yu, Elinor Schoenfeld, Mary M. Saltz, Joel H. Saltz, Fusheng Wang

Proceedings of the AMIA 2017, 2017

2016

S2CR3UM: A Solution to the In Silico Relevance, Reliability & Reproducibility Conundrum.

Sarah B. Putney, Andrew White, Janos G. Hajagos, Joel H. Saltz, Jonas S. Almeida, Mary M. Saltz

Proceedings of the AMIA 2016, 2016

2015

Integrative Informatics and Predictive Modeling Support for Population Health.

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

Proceedings of the AMIA 2015, 2015

OpenHealth Platform for Interactive Contextualization of Population Health Open Data.

Jonas S. Almeida, Janos G. Hajagos, Ivan Crnosija, Tahsin M. Kurç, Mary M. Saltz, Joel H. Saltz

Proceedings of the AMIA 2015, 2015