Machine learning COVID-19 detection from wearables

• Bret Nestor,
• Jaryd Hunter,
• Raghu Kainkaryam,
• Erik Drysdale,
• Jeffrey B Inglis,
• Allison Shapiro,
• Sujay Nagaraj,
• Marzyeh Ghassemi,
• Luca Foschini,
• Anna Goldenberg

Affiliations

Bret Nestor

Department of Computer Science, University of Toronto, Toronto, ON M5S 3H5, Canada; Vector Institute, Toronto, ON, Canada; Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada

Jaryd Hunter

Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada

Raghu Kainkaryam

Evidation Health, San Mateo, CA, USA

Erik Drysdale

Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada

Jeffrey B Inglis

Interdepartmental Graduate Program in Dynamical Neuroscience, University of California, Santa Barbara, Santa Barbara, CA, USA

Allison Shapiro

Evidation Health, San Mateo, CA, USA

Sujay Nagaraj

Department of Computer Science, University of Toronto, Toronto, ON M5S 3H5, Canada; Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada

Marzyeh Ghassemi

Department of Computer Science, University of Toronto, Toronto, ON M5S 3H5, Canada; Vector Institute, Toronto, ON, Canada; Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA; Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA

Luca Foschini

Evidation Health, San Mateo, CA, USA; Sage Bionetworks, Seattle, WA, USA

Anna Goldenberg

Department of Computer Science, University of Toronto, Toronto, ON M5S 3H5, Canada; Vector Institute, Toronto, ON, Canada; Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; CIFAR, Toronto, ON, Canada