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Invited Paper Session

Reaping the Benefits of Digital Health Data for Improving Public Health and Biomedical Studies

Sun, Aug 6, 4:00 PM

Zhenke WuOrganizerWalter DempseyChair

Biometrics Section

4 Presentations

Combining Mixed Effects Hidden Markov Models with Latent Alternating Recurrent Event Processes to Model Diurnal Active-Rest Cycles

4:05 PM - 4:30 PM

Ian Barnett (University of Pennsylvania)

Functional data methods for wearable device data

4:30 PM - 4:55 PM

Jeff Goldsmith (Columbia University)

Distributional data analysis via quantile functions with applications to digital health data of gait, physical activity, and heart rate

4:55 PM - 5:20 PM

Vadim Zipunnikov (Johns Hopkins University)

The Digital Physiome: Wearables for Early Disease Detection

5:20 PM - 5:45 PM

Jessilyn Dunn (Jessilyn Dunn)

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