@article{VaidSomaniRussaketal.2020, author = {Akhil Vaid and Sulaiman Somani and Adam J. Russak and Jessica K. De Freitas and Fayzan F. Chaudhry and Ishan Paranjpe and Kipp W. Johnson and Samuel J. Lee and Riccardo Miotto and Felix Richter and Shan Zhao and Noam D. Beckmann and Nidhi Naik and Arash Kia and Prem Timsina and Anuradha Lala and Manish Paranjpe and Eddye Golden and Matteo Danieletto and Manbir Singh and Dara Meyer and Paul F. O'Reilly and Laura Huckins and Patricia Kovatch and Joseph Finkelstein and Robert M. Freeman and Edgar Argulian and Andrew Kasarskis and Bethany Percha and Judith A. Aberg and Emilia Bagiella and Carol R. Horowitz and Barbara Murphy and Eric J. Nestler and Eric E. Schadt and Judy H. Cho and Carlos Cordon-Cardo and Valentin Fuster and Dennis S. Charney and David L. Reich and Erwin B{\"o}ttinger and Matthew A. Levin and Jagat Narula and Zahi A. Fayad and Allan C. Just and Alexander W. Charney and Girish N. Nadkarni and Benjamin S. Glicksberg}, title = {Machine learning to predict mortality and critical events in a cohort of patients with COVID-19 in New York City: model development and validation}, journal = {Journal of medical internet research : international scientific journal for medical research, information and communication on the internet ; JMIR}, volume = {22}, number = {11}, doi = {10.2196/24018}, year = {2020}, }