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Keyphrases
Posttraumatic Stress Disorder
100%
Activity Data
100%
Physiological Data
100%
Event Detection
100%
Hyperarousal
100%
Smartwatch
100%
Posttraumatic Stress Symptoms
50%
Body Acceleration
33%
United States
16%
Activity-dependent
16%
Logistic Regression
16%
Support Vector Machine
16%
Heart Rate
16%
Psychiatric Conditions
16%
Military Veterans
16%
Continuous Monitoring
16%
Timely Intervention
16%
Mean Heart Rate
16%
Therapy Session
16%
Monitoring Capabilities
16%
Detection Efficiency
16%
Machine Learning Algorithms
16%
Self-management
16%
Commercial-off-the-shelf Components
16%
Remote Monitoring System
16%
Wearable Devices
16%
XGBoost
16%
Heart Rate Acceleration
16%
War Zone
16%
Gap Current
16%
Continuous Detection
16%
In-session
16%
United States Veterans
16%
Mobile Health Applications
16%
Explanatory Analysis
16%
Body-self
16%
Shapley Additive Explanations
16%
Machine Learning Algorithm Random Forest
16%
Just-in-time Interventions
16%
XGBoost Model
16%
Continuous Monitoring Systems
16%
Computer Science
Therapy Session
100%
Machine Learning Algorithm
100%
Event Detection
100%
Continuous Monitoring
100%
Extreme Gradient Boosting
100%
Logistic Regression
50%
Support Vector Machine
50%
Random Decision Forest
50%
Monitoring System
50%
Just-in-Time
50%
Remote Monitoring
50%
Physiological Data
50%
Commercial off the Shelf
50%
Wearable Device
50%
Mobile Health Application
50%
SHapley Additive exPlanation
50%
Engineering
United States
100%
Event Detection
100%
Machine Learning Algorithm
100%
Continuous Monitoring
100%
Xgboost
100%
Support Vector Machine
50%
Wearable Sensor
50%
Random Forest
50%
Monitoring System
50%
Psychology
Posttraumatic Stress Disorder
100%
Fight-or-Flight Response
100%
Learning Algorithm
22%
Self-Management
11%