Article
Anomaly detection to predict relapse risk in schizophrenia.
Translational psychiatry - 11 Jan 2021
Henson Philip, D'Mello Ryan, Vaidyam Aditya, Keshavan Matcheri, Torous John
Abstract excerpt
The integration of technology in clinical care is growing rapidly and has become especially relevant during the global COVID-19 pandemic. Smartphone-based digital phenotyping, or the use of integrated sensors to identify patterns in behavior and symptomatology, has shown potential in detecting subtle moment-to-moment changes. These changes, often referred to as anomalies, represent significant deviations from an...
Topics
- Accelerometry
- Adult
- Boston
- Ecological Momentary Assessment
- Female
- Health Surveys
- Humans
- Longitudinal Studies
- Male
- Mobile Applications
- Movement
- Phenotype
- Recurrence
- Reproducibility of Results
- Risk Assessment
- Schizophrenia
- Screen Time
- Sensitivity and Specificity