Using Smartphone-Based Digital Phenotyping to Predict Relapse in Serious Mental Disorders Among Slum Residents in Dhaka, Bangladesh: Protocol for a Machine Learning Study
Using Smartphone-Based Digital Phenotyping to Predict Relapse in Serious Mental Disorders Among Slum Residents in Dhaka, Bangladesh: Protocol for a Machine Learning Study
Nadia Alam
1
, MSc ;
Chayon Kumar Das
2
, MPhil ;
Neelabja Roy
3
, MS ;
Domenico Giacco
2, 4
, MBBS, PhD ;
Swaran P Singh
1, 4
, MBBS, MD ;
Sagar Jilka
1
, PhD
1
Warwick Medical School, University of Warwick, Coventry, United Kingdom
2
Department of Clinical Psychology, University of Dhaka, Dhaka, Bangladesh
3
Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India
4
Coventry and Warwickshire Partnership NHS Trust, Coventry, United Kingdom