Richard N. Rosenthal

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Top Venues

Artif. Intell. Medicine

J. Am. Medical Informatics Assoc.

Publications

Yinan Liu, Xinyu Dong, Weimin Lyu, Richard N. Rosenthal, Rachel Wong, Tengfei Ma, Fusheng Wang
Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction. CoRR (2023)
Xinyu Dong, Rachel Wong, Weimin Lyu, Kayley Abell-Hart, Jianyuan Deng, Janos G. Hajagos, Richard N. Rosenthal, Chao Chen, Fusheng Wang
An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction. Artif. Intell. Medicine 135 (2023)
Xinyu Dong, Jianyuan Deng, Wei Hou, Sina Rashidian, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
Predicting opioid overdose risk of patients with opioid prescriptions using electronic health records based on temporal deep learning. J. Biomed. Informatics 116 (2021)
Xinyu Dong, Jianyuan Deng, Sina Rashidian, Kayley Abell-Hart, Wei Hou, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
Identifying risk of opioid use disorder for patients taking opioid medications with deep learning. J. Am. Medical Informatics Assoc. 28 (8) (2021)
Xinyu Dong, Jianyuan Deng, Sina Rashidian, Kayley Abell-Hart, Wei Hou, Richard N. Rosenthal, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning. CoRR (2020)
Xinyu Dong, Sina Rashidian, Yu Wang, Janos G. Hajagos, Xia Zhao, Richard N. Rosenthal, Jun Kong, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records. AMIA (2019)
Jennifer McNeely, Andre W. Kushniruk, Sarah Farkas, Aida Vega, Eva Waite, Lauren A. Peccoralo, Melanie Harris, Christine Chollak, Richard N. Rosenthal, John Rotrosen, Joseph L. Kannry
Usability Testing to Guide Development of a Clinical Decision Support System for Substance Use Screening and Interventions in Primary Care. AMIA (2017)