Use of Physiological Data From a Wearable Device to Identify SARS-CoV-2 Infection and Symptoms and Predict COVID-19 Diagnosis: Observational Study

Robert P Hirten   ^{1, 2} , MD ;   Matteo Danieletto   ^{2, 3} , PhD ;   Lewis Tomalin   ⁴ , PhD ;   Katie Hyewon Choi   ⁴ , MS ;   Micol Zweig   ^{2, 3} , MPH ;   Eddye Golden   ^{2, 3} , MPH ;   Sparshdeep Kaur   ² , BBA ;   Drew Helmus   ¹ , MPH ;   Anthony Biello   ¹ , BA ;   Renata Pyzik   ⁵ , MS ;   Alexander Charney   ^{3, 6, 7} , MD ;   Riccardo Miotto   ^{2, 3} , PhD ;   Benjamin S Glicksberg   ^{2, 3} , PhD ;   Matthew Levin   ⁸ , MD ;   Ismail Nabeel   ⁹ , MD ;   Judith Aberg   ¹⁰ , MD ;   David Reich   ⁸ , MD ;   Dennis Charney   ^{11, 12} , MD ;   Erwin P Bottinger   ² , MD ;   Laurie Keefer   ^{1, 6} , PhD ;   Mayte Suarez-Farinas   ^{3, 4} , PhD ;   Girish N Nadkarni   ^{2, 13, 14} , MD ;   Zahi A Fayad   ^{5, 15} , PhD

¹ The Dr Henry D Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, United States

² Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, United States

³ Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States

⁴ Center for Biostatistics, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, United States

⁵ The BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States

⁶ Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, United States

⁷ Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, NY, United States

⁸ Department of Anesthesiology, Perioperative and Pain Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States

⁹ Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States

¹⁰ Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, United States

¹¹ Office of the Dean, Icahn School of Medicine at Mount Sinai, New York, NY, United States

¹² Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, United States

¹³ Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States

¹⁴ Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States

¹⁵ Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, United States