39 citations · 53 across the 11 of their papers we have counts for
5 papers · 1 filter
Ride, Track, and Recover: Pilot Randomized Trial of a Wearable Digital Self-Management Intervention During a Veteran Endurance-Cycling Program
Alan Ta, Nilsu Salgin, Caleb Armstrong +2
Post-traumatic stress disorder (PTSD) in veterans is characterized by persistent hyperarousal and comorbid anxiety and depressive symptoms that are difficult to monitor and manage…
Real-Time Stress Monitoring, Detection, and Management in College Students: A Wearable Technology and Machine-Learning Approach
Alan Ta, Nilsu Salgin, Mustafa Demir +5
College students are increasingly affected by stress, anxiety, and depression, yet face barriers to traditional mental health care. This study evaluated the efficacy of a mobile he…
Evaluating Mental Stress Among College Students Using Heart Rate and Hand Acceleration Data Collected from Wearable Sensors
Moein Razavi, Anthony McDonald, Ranjana Mehta +1
Stress is various mental health disorders including depression and anxiety among college students. Early stress diagnosis and intervention may lower the risk of developing mental i…
Mobile Health Solution for College Student Mental Health: Interview Study and Design Requirement Analysis
Xiaomei Wang, Alec Smith, Bruce Keller +1
Background: Mental health problems are prevalent in college students. The COVID-19 pandemic exacerbated the problems, and created a surge in the popularity of telehealth and mobile…
Investigating the Perceived Precision and validity of a Field-Deployable Machine Learning-based Tool to Detect Post-Traumatic Stress Disorder (PTSD) Hyperarousal Events
Mahnoosh Sadeghi, Farzan Sasangohar, Anthony D McDonald
Post Traumatic Stress Disorder is a psychiatric condition experienced by individuals after exposure to a traumatic event. Prior work has shown promise in detecting PTSD using physi…