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Louis Faust

10PUBLICATIONS

23CO-AUTHORS

Behavioural epidemiologySystems physiologyDisease surveillanceNeural networksContext learning

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Publications (10)

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|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

1 joint publications

N Madigan

1 joint publications

S Winham

1 joint publications

R Benzo

1 joint publications

Cheng Wang

1 joint publications

David Hachen

1 joint publications

Omar Lizardo

Frequent Collaborators

3 joint publications

Stephanie Zawada

3 joint publications

Emma Fortune

3 joint publications

Nitesh V Chawla

2 joint publications

Moein Enayati

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