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254 * ! Tue, 8/4/2020, 1:00 PM - 2:50 PM Virtual
Digital Phenotyping — Invited Papers
Mental Health Statistics Section, Section on Statistical Learning and Data Science, Biometrics Section
Organizer(s): Samprit Banerjee, Weill Medical College, Cornell University
Chair(s): Wenna Xi, Weill Medical College, Cornell University
1:05 PM Digital Phenotype of Patients with Major Depressive Disorder
Samprit Banerjee, Weill Medical College, Cornell University; Jihui Lee, Weill Cornell Medicine
1:25 PM Physical Activity Recognition Using Smartphone Data
Jukka-Pekka Onnela, Harvard University
1:45 PM Using Federated Learning to Address User Heterogeneity and Privacy in Mobile Health Data
Ambuj Tewari, University of Michigan
2:05 PM A Pre-Processing Pipeline of MHealth Data
Jihui Lee, Weill Cornell Medicine; Hongzhe Zhang, Weill Cornell Medicine; Samprit Banerjee, Weill Medical College, Cornell University
2:25 PM Behavioral Monitoring and Change Point Detection in Digital Phenotyping Studies
Ian Barnett, University of Pennsylvania
2:45 PM Floor Discussion