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427 * ! Thu, 8/12/2021, 4:00 PM - 5:50 PM Virtual
Toward Objective, Reproducible, and Scalable Digital Phenotyping Using Smartphones — Invited Papers
Section on Statistical Computing, Section on Statistical Learning and Data Science, Section on Nonparametric Statistics
Organizer(s): Marcin Straczkiewicz, Harvard T.H. Chan School of Public Health
Chair(s): Jukka-Pekka Onnela, Harvard University
4:05 PM Methods for Digital Phenotyping: Handling the Challenges of Smartphone Data for Health Care Research
Anna Beukenhorst, Harvard T.H. School of Public Health
4:30 PM Application of Advanced Signal Processing Methods for Estimation of Walking Periods Using Smartphones
Marcin Straczkiewicz, Harvard T.H. Chan School of Public Health
4:55 PM Combining Accelerometer and Gyroscope Data in Smartphone-Based Activity Recognition using Movelets
Emily Huang, Wake Forest University
5:20 PM Digital Phenotyping for Post-Operative Surgical Recovery Assessment
Patrick Emedom-Nnamdi, Harvard T.H. School of Public Health
5:45 PM Floor Discussion