Use of Wearable and Implantable Devices in Health Research

Videos from BIRS Workshop 20w5109

, University of Birmingham
- 09:27
Joint and Individual Representation of Domains of Sleep, Physical Activity, and Circadian Rhythmicity: Multilevel Perspective
Watch video | Download video: 202002240913-Little.mp4 (38M)
, Duke University
- 09:52
Missing Data in Accelerometry: Challenges and Considerations
Watch video | Download video: 202002240927-Herring.mp4 (107M)
, Indiana University School of Public Health-Bloomington
- 10:50
Watch video | Download video: 202002241032-Harezlak.mp4 (64M)
, Columbia University
- 11:10
Functional data methods for accelerometer data
Watch video | Download video: 202002241050-Goldsmith.mp4 (79M)
, Columbia University
- 14:58
Policy Learning with high dimensional actions
Watch video | Download video: 202002241436-Qian.mp4 (102M)
, Harvard University
- 09:28
Watch video | Download video: 202002250903-Murphy.mp4 (84M)
, Duke University
- 10:00
How to apply modern harmonic analysis to study high frequency physiological time series?
Watch video | Download video: 202002250935-Wu.mp4 (98M)
, Georgia Institute of Technology
- 11:36
Applications of Wearable Devices in Personalized Healthcare
Watch video | Download video: 202002251111-Mintz.mp4 (84M)
, Texas A&M University
- 15:17
Using Scores to Predict Health Outcomes in Epidemiological Studies
Watch video | Download video: 202002251452-Gaynanova.mp4 (77M)
, Johns Hopkins University
- 10:22
Using Wearables to Think Beyond MVPA
Watch video | Download video: 202002261002-Schrack.mp4 (71M)
, California Polytechnic State University
- 11:44
Can we "open" the black box and convince health researchers to use machine learning?
Watch video | Download video: 202002261129-KozeyKeadle.mp4 (84M)
, Columbia University
- 09:27
Registration of 24-hour accelerometer profiles with application to human chronotypes
Watch video | Download video: 202002270910-Wrobel.mp4 (55M)
, North Carolina State University
- 09:50
Experimental design for reinforcement learning problems
Watch video | Download video: 202002270929-Laber.mp4 (72M)
, NYU Courant Institute and Center for Data Science
- 10:16
Practical Bayesian Deep Learning
Watch video | Download video: 202002270951-Wilson.mp4 (108M)
, Massachusetts Institute of Technology
- 10:45
Sensor Hardware and New Opportunities for Data Analysis
Watch video | Download video: 202002271016-Fletcher.mp4 (119M)
, Flinders University
- 11:30
Developing Digital Tools to Monitor and Support Mental Health
Watch video | Download video: 202002271106-Bidargaddi.mp4 (92M)
, University of Massachusetts
- 12:08
Introduction to a new high resolution calibration dataset: free living people, accelerometry, and direct observation
Watch video | Download video: 202002271147-Staudenmayer.mp4 (87M)
, University of California San Diego
- 12:36
Modeling Densely Sampled Activity Data Derived from Wearable Sensors: Opportunities and Challenges
Watch video | Download video: 202002271209-Natarajan.mp4 (136M)
, Duke University
- 09:28
Open-source digital biomarker development
Watch video | Download video: 202002280909-Bent.mp4 (64M)