Birs- 25w5474: Emerging Statistical Methods for Digital Health Data

  1. Title:
    The Digital Physiome: Wearables for Disease Detection and Monitoring
    Speaker:
    Jessilyn Dunn

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502241042-Dunn.html

  2. Title:
    The Digital Physiome: Wearables for Disease Detection and Monitoring
    Speaker:
    Jessilyn Dunn

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502241042-Goldsmith.html

  3. Title:
    Digital Phenotyping in Action: Methods and Applications in Women's Health, Mental Health, and Mobility Research
    Speaker:
    Aarti Sathyanarayana

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502241415-Sathyanarayana.html

  4. Title:
    Functional Time Transformation Model with Applications to Digital Health
    Speaker:
    Rahul Ghosal

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502251038-Ghosal.html

  5. Title:
    Functional Random Effects Inference with Applications to Accelerometry Data (
    Speaker:
    Erjia Cui

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502251103-Cui.html

  6. Title:
    Functional Random Effects Inference with Applications to Accelerometry Data (
    Speaker:
    Erjia Cui

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502251103-Shou.html

  7. Title:
    Functional quantiles and related methods
    Speaker:
    Jeff Goldsmith

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502251107-Goldsmith.html

  8. Title:
    [TUTORIAL] Processing accelerometer data in R
    Speaker:
    John Muschelli

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502251307-Muschelli.html

  9. Title:
    Joint modeling the frequency and duration of accelerometer-measured physical activity from a lifestyle intervention trial
    Speaker:
    Juned Siddique

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502251537-Siddique.html

  10. Title:
    [TUTORIAL] Processing CGM data in R
    Speaker:
    Irina Gaynanova

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502260906-Gaynanova.html

  11. Title:
    NHANES Accelerometry and Derivatives
    Speaker:
    Lily Koffman

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502261019-Koffman.html

  12. Title:
    Head Impact Measurements in American College Football players
    Speaker:
    Jaroslaw Harezlak

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502261039-Harezlak.html

  13. Title:
    Using a Quality-Controlled Dataset from ViSi Mobile Monitoring for Analyzing Posture Patterns of Hospitalized Patients
    Speaker:
    Emily Huang

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502261117-Huang.html

  14. Title:
    Using a Quality-Controlled Dataset from ViSi Mobile Monitoring for Analyzing Posture Patterns of Hospitalized Patients
    Speaker:
    Emily Huang

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502261117-Wu.html

  15. Title:
    Causal inference and machine learning in mobile health --- modeling time-varying effects using longitudinal functional data
    Speaker:
    Tianchen Qian

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502270920-Qian.html

  16. Title:
    Modeling massive physical activity monitor data through distributed inference
    Speaker:
    Emily Hector

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502271310-Hector.html

  17. Title:
    Combining passive mobile sensing and EMA data to understand daily human activity patterns
    Speaker:
    Julian Wolfson

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502271340-Wolfson.html

  18. Title:
    Integrating Digital Biomarkers and Large Language Models in Real-World Settings : How Digital Innovations and AI are Shaping the Future of Mental Health
    Speaker:
    Katharina Schultebraucks

    Link:
    http://www.birs.ca/events/2025/5-day-workshops/25w5474/videos/watch/202502271411-Schultebraucks.html