Disease phenotyping using deep learning: A diabetes case study. - Sina Rashidian; Janos G. Hajagos; Richard A. Moffitt; Fusheng Wang 001; Xinyu Dong; Kayley Abell-Hart; Kimberly Noel; Rajarsi R. Gupta; Mathew Tharakan; Veena Lingam; Joel H. Saltz; Mary M. Saltz (CoRR, 2018)

Opioid Use Disorder at the Extremes of Age: Spatial and Temporal Analysis of Pharmacotherapy Use in Seniors and Adolescents. - Kayley N. Abell-Hart; Naizhang Wang; Fusheng Wang 001 (AMIA, 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 (AMIA, 2020)

Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks. - Siao Sun; Fusheng Wang 001; Sina Rashidian; Tahsin M. Kurç; Kayley Abell-Hart; Janos G. Hajagos; Wei Zhu 008; Mary M. Saltz; Joel H. Saltz (AMIA, 2021)

A Fine-grain Geospatial and Demographic Analysis of Breast Cancer Patterns in New York State. - Fiona Murphy; Kayley Abell-Hart; Fusheng Wang 001 (IEEE BigData, 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 001 (J. Am. Medical Informatics Assoc., 2021)

A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. - Weimin Lyu; Xinyu Dong; Rachel Wong; Songzhu Zheng; Kayley Abell-Hart; Fushen Wang; Chao Chen 012 (AMIA, 2022)

A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. - Weimin Lyu; Xinyu Dong; Rachel Wong; Songzhu Zheng; Kayley Abell-Hart; Fusheng Wang 001; Chao Chen 012 (CoRR, 2022)

An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction. - Xinyu Dong; Rachel Wong; Weimin Lyu; Kayley Abell-Hart; Jianyuan Deng; Janos G. Hajagos; Richard N. Rosenthal; Chao Chen 012; Fusheng Wang 001 (Artif. Intell. Medicine, 2023)