Seyedeh Neelufar Payrovnaziri

Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

Seyedeh Neelufar Payrovnaziri, Zhaoyi Chen, Pablo Rengifo‐Moreno et al. · Journal of the American Medical Informatics Association · 2020 · 301 citations · Full text

Machine learning–based prediction of health outcomes in pediatric organ transplantation recipients

Michael Killian, Seyedeh Neelufar Payrovnaziri, Dipankar Gupta et al. · JAMIA Open · 2021 · 38 citations · Full text

Data-driven longitudinal characterization of neonatal health and morbidity

Davide De Francesco, Jonathan D. Reiss, Jacquelyn Roger et al. · Science Translational Medicine · 2023 · 32 citations · Full text

Large-scale correlation network construction for unraveling the coordination of complex biological systems

Martin Becker, Huda Nassar, Camilo Espinosa et al. · Nature Computational Science · 2023 · 26 citations · Full text

Assessing the Impact of Imputation on the Interpretations of Prediction Models: A Case Study on Mortality Prediction for Patients with Acute Myocardial Infarction

Seyedeh Neelufar Payrovnaziri, Aiwen Xing, Shaeke Salman et al. · 2020 · 18 citations · Full text

Heart Failure, Mortality Prediction, Ehr Systems +27