Classification of the Disposition of Patients Hospitalized with COVID-19: Reading Discharge Summaries Using Natural Language Processing

Marta Fernandes   ^{1, 2, 3 *} , PhD ;   Haoqi Sun   ^{1, 2, 3 *} , PhD ;   Aayushee Jain   ^{1, 2} , MSc ;   Haitham S Alabsi   ^{1, 3} , MD ;   Laura N Brenner   ^{3, 4, 5} , MD ;   Elissa Ye   ^{1, 2} , MSc ;   Wendong Ge   ^{1, 2, 3} , PhD ;   Sarah I Collens   ¹ , BSc ;   Michael J Leone   ¹ , MSc ;   Sudeshna Das   ^{1, 3} , PhD ;   Gregory K Robbins   ^{3, 6 *} , MD, MPH ;   Shibani S Mukerji   ^{1, 3 *} , MD, PhD ;   M Brandon Westover   ^{1, 2, 3, 7 *} , MD, PhD

¹ Department of Neurology, Massachusetts General Hospital, Boston, MA, United States

² Clinical Data Animation Center, Boston, MA, United States

³ Harvard Medical School, Boston, MA, United States

⁴ Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, United States

⁵ Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, United States

⁶ Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, United States

⁷ McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, United States

*these authors contributed equally