Riccardo Miotto

Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records

Riccardo Miotto, Li Li, Brian Kidd et al. · Scientific Reports · 2016 · 1.7K citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

A functional genomics predictive network model identifies regulators of inflammatory bowel disease

Lauren Peters, Jacqueline Perrigoue, Arthur Mortha et al. · Nature Genetics · 2017 · 271 citations · Full text

Life Sciences, Bioinformatics, Immunology +12

Coronavirus 2019 and People Living With Human Immunodeficiency Virus: Outcomes for Hospitalized Patients in New York City

Keith Sigel, Talia H. Swartz, Eddye Golden et al. · Clinical Infectious Diseases · 2020 · 243 citations · Full text

Public Health, Health Sciences, Infectious Diseases +12

Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation

Akhil Vaid, Sulaiman Somani, Adam Russak et al. · Journal of Medical Internet Research · 2020 · 240 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach

Akhil Vaid, Suraj K. Jaladanki, Jie Xu et al. · JMIR Medical Informatics · 2021 · 211 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16