Emerging Statistical Methods for Digital Health Data
Videos from BIRS Workshop
Jessilyn Dunn, Duke University
Monday Feb 24, 2025 10:42 - 11:01
The Digital Physiome: Wearables for Disease Detection and Monitoring
Jessilyn Dunn, Duke University
Monday Feb 24, 2025 10:42 - 11:01
The Digital Physiome: Wearables for Disease Detection and Monitoring
Aarti Sathyanarayana, Northeastern University
Monday Feb 24, 2025 14:15 - 14:40
Digital Phenotyping in Action: Methods and Applications in Women's Health, Mental Health, and Mobility Research
Rahul Ghosal, University of South Carolina
Tuesday Feb 25, 2025 10:38 - 11:02
Functional Time Transformation Model with Applications to Digital Health
Erjia Cui, University of Minnesota
Tuesday Feb 25, 2025 11:03 - 11:16
Functional Random Effects Inference with Applications to Accelerometry Data (
Erjia Cui, University of Minnesota
Tuesday Feb 25, 2025 11:03 - 11:16
Functional Random Effects Inference with Applications to Accelerometry Data (
Jeff Goldsmith, Columbia University
Tuesday Feb 25, 2025 11:07 - 11:32
Functional quantiles and related methods
John Muschelli, Johns Hopkins University
Tuesday Feb 25, 2025 13:07 - 14:02
[TUTORIAL] Processing accelerometer data in R
Juned Siddique, Northwestern University Feinberg School of Medicine
Tuesday Feb 25, 2025 15:37 - 16:02
Joint modeling the frequency and duration of accelerometer-measured physical activity from a lifestyle intervention trial
Irina Gaynanova, University of Michigan
Wednesday Feb 26, 2025 09:06 - 09:57
[TUTORIAL] Processing CGM data in R
Lily Koffman, Johns Hopkins Bloomberg School of Public Health
Wednesday Feb 26, 2025 10:19 - 10:38
NHANES Accelerometry and Derivatives
Jaroslaw Harezlak, Indiana University
Wednesday Feb 26, 2025 10:39 - 11:04
Head Impact Measurements in American College Football players
Emily Huang, Wake Forest University
Wednesday Feb 26, 2025 11:17 - 11:35
Using a Quality-Controlled Dataset from ViSi Mobile Monitoring for Analyzing Posture Patterns of Hospitalized Patients
Emily Huang, Wake Forest University
Wednesday Feb 26, 2025 11:17 - 11:35
Using a Quality-Controlled Dataset from ViSi Mobile Monitoring for Analyzing Posture Patterns of Hospitalized Patients
Tianchen Qian, University of California, Irvine
Thursday Feb 27, 2025 09:20 - 09:50
Causal inference and machine learning in mobile health --- modeling time-varying effects using longitudinal functional data
Emily Hector, North Carolina State University
Thursday Feb 27, 2025 13:10 - 13:39
Modeling massive physical activity monitor data through distributed inference
Julian Wolfson, University of Minnesota
Thursday Feb 27, 2025 13:40 - 14:09
Combining passive mobile sensing and EMA data to understand daily human activity patterns
Katharina Schultebraucks, New York University
Thursday Feb 27, 2025 14:11 - 14:51
Integrating Digital Biomarkers and Large Language Models in Real-World Settings : How Digital Innovations and AI are Shaping the Future of Mental Health
