Louis Faust

10PUBLICATIONS
23CO-AUTHORS
Behavioural epidemiologySystems physiologyDisease surveillanceNeural networksContext learning
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Publications (10)

|Apr 17, 2026
Tracking Cognitive Health With Wearables in Telerehabilitation Female Participants: Could Nighttime Sleep Measures Be Used as Sex-Specific Digital Endpoints?

|Nov 24, 2025
Wearable Sleep Measures May Improve Machine Learning Prediction of Home-based Pulmonary Rehabilitation Engagement Among Patients With Chronic Obstructive Pulmonary Disease: A Proof-of-Concept Study.

S Zawada, L Faust, M Enayati

|Sep 15, 2025
Using wearable and nearable devices in telerehabilitation for COPD: A review of digital endpoints in home-based programs.

Stephanie Zawada, Louis Faust, Caden Collins

|Sep 13, 2025
Detecting Diverse Seizure Types with Wrist-Worn Wearable Devices: A Comparison of Machine Learning Approaches.

Louis Faust, Jie Cui, Camille Knepper

|Apr 04, 2025
Optimizing an automated sleep detection algorithm using wrist-worn accelerometer data for individuals with chronic pain.

Louis Faust, Emma Fortune, Omid Jahanian

|Jun 28, 2024
Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice.

Louis Faust, Patrick Wilson, Shusaku Asai

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Frequent Collaborators

3 joint publications

Stephanie Zawada

3 joint publications

Emma Fortune

3 joint publications

Nitesh V Chawla

2 joint publications

Moein Enayati