A Machine Learning Approach for Detecting Digital Behavioral Patterns of Depression Using Nonintrusive Smartphone Data (Complementary Path to Patient Health Questionnaire-9 Assessm...

por Choudhary, Soumya, Thomas, Nikita, Ellenberger, Janine, Srinivasan, Girish, Cohen, Roy
Publicado 2022

A Machine Learning Approach for Continuous Mining of Nonidentifiable Smartphone Data to Create a Novel Digital Biomarker Detecting Generalized Anxiety Disorder: Prospective Cohort...

por Choudhary, Soumya, Thomas, Nikita, Alshamrani, Sultan, Srinivasan, Girish, Ellenberger, Janine, Nawaz, Usman, Cohen, Roy
Publicado 2022

Relapse prediction in schizophrenia with smartphone digital phenotyping during COVID-19: a prospective, three-site, two-country, longitudinal study

por Cohen, Asher, Naslund, John A., Chang, Sarah, Nagendra, Srilakshmi, Bhan, Anant, Rozatkar, Abhijit, Thirthalli, Jagadisha, Bondre, Ameya, Tugnawat, Deepak, Reddy, Preethi V., Dutt, Siddharth, Choudhary, Soumya, Chand, Prabhat Kumar, Patel, Vikram, Keshavan, Matcheri, Joshi, Devayani, Mehta, Urvakhsh Meherwan, Torous, John
Publicado 2023

Smartphone digital phenotyping, surveys, and cognitive assessments for global mental health: Initial data and clinical correlations from an international first episode psychosis st...

por Lakhtakia, Tanvi, Bondre, Ameya, Chand, Prabhat Kumar, Chaturvedi, Nirmal, Choudhary, Soumya, Currey, Danielle, Dutt, Siddharth, Khan, Azaz, Kumar, Mohit, Gupta, Snehil, Nagendra, Srilakshmi, Reddy, Preethi V, Rozatkar, Abhijit, Scheuer, Luke, Sen, Yogendra, Shrivastava, Ritu, Singh, Rahul, Thirthalli, Jagadisha, Tugnawat, Deepak Kumar, Bhan, Anant, Naslund, John A, Patel, Vikram, Keshavan, Matcheri, Mehta, Urvakhsh Meherwan, Torous, John
Publicado 2022