Article
Using Smartphone-Based Digital Phenotyping to Predict Relapse in Serious Mental Disorders Among Slum Residents in Dhaka, Bangladesh: Protocol for a Machine Learning Study.
JMIR research protocols - 4 Feb 2026
Alam Nadia, Das Chayon Kumar, Roy Neelabja, Giacco Domenico, Singh Swaran P, Jilka Sagar
Abstract excerpt
Background: Serious mental illnesses (SMIs) are associated with high relapse rates and limited access to continuous care, particularly in low-resource settings such as urban slums. Traditional clinical monitoring is constrained by accessibility and scalability challenges. Digital phenotyping, thr...
Topics
- Prospective Studies
- Feasibility Studies
- Poverty Areas
- Bangladesh
- Humans
- Male
- Female
- Recurrence
- Phenotype
- Smartphone
- Observational Studies as Topic
- Mental Disorders
