Building Computational Models to Predict One-Year Mortality in ICU Patients with Acute Myocardial Infarction and Post Myocardial Infarction Syndrome. - Laura A. Barrett; Seyedeh Neelufar Payrovnaziri; Jiang Bian 001; Zhe He 001 (CoRR, 2018)

Exploring the Discrepancies in Actual and Perceived Benefits of Dietary Supplements Among Obese Patients. - Zhe He 001; Laura A. Barrett; Rubina F. Rizvi; Seyedeh Neelufar Payrovnaziri; Rui Zhang 028 (MedInfo, 2019)

Enhancing Prediction Models for One-Year Mortality in Patients with Acute Myocardial Infarction and Post Myocardial Infarction Syndrome. - Seyedeh Neelufar Payrovnaziri; Laura A. Barrett; Daniel Bis; Jiang Bian 001; Zhe He 001 (MedInfo, 2019)

Interpretable Deep Neural Networks for Patient Mortality Prediction: A Consensus-based Approach. - Shaeke Salman; Seyedeh Neelufar Payrovnaziri; Xiuwen Liu; Zhe He 001 (CoRR, 2019)

DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. - Shaeke Salman; Seyedeh Neelufar Payrovnaziri; Xiuwen Liu; Pablo Rengifo-Moreno; Zhe He 001 (IJCNN, 2020)

Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review. - Seyedeh Neelufar Payrovnaziri; Zhaoyi Chen; Pablo Rengifo-Moreno; Tim Miller 001; Jiang Bian 001; Jonathan H. Chen; Xiuwen Liu; Zhe He 001 (J. Am. Medical Informatics Assoc., 2020)

Large-scale correlation network construction for unraveling the coordination of complex biological systems. - Martin Becker 003; Huda Nassar; Camilo Espinosa; Ina A. Stelzer; Dorien Feyaerts; Eloïse Berson; Neda Hajiakhoond Bidoki; Alan L. Chang; Geetha Saarunya; Anthony Culos; Davide De Francesco; Ramin Fallahzadeh; et al. (Nat. Comput. Sci., 2023)