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

Accelerated MRI using intelligent protocolling and subject-specific denoising applied to Alzheimer's disease imaging

por Ravi, Keerthi Sravan, Nandakumar, Gautham, Thomas, Nikita, Lim, Mason, Qian, Enlin, Jimeno, Marina Manso, Poojar, Pavan, Jin, Zhezhen, Quarterman, Patrick, Srinivasan, Girish, Fung, Maggie, Vaughan, John Thomas, Geethanath, Sairam
Publicado 2023