Published on in Vol 12 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/48210, first published .
Using Wearable Devices and Speech Data for Personalized Machine Learning in Early Detection of Mental Disorders: Protocol for a Participatory Research Study

Using Wearable Devices and Speech Data for Personalized Machine Learning in Early Detection of Mental Disorders: Protocol for a Participatory Research Study

Using Wearable Devices and Speech Data for Personalized Machine Learning in Early Detection of Mental Disorders: Protocol for a Participatory Research Study

Journals

  1. Ha T, Jakimier K, O’Sullivan S. The Use of MRI and TMS in Treatment-Resistant Depression: Advances in Pediatric Applications. Brain Sciences 2025;15(2):194 View

Books/Policy Documents

  1. Sharma A, Bijo K, Manandhar S, Sharma L. Human-Computer Interaction. View
  2. Mitra U, Rehman S. Wearable Devices and Smart Technology for Educational Teaching Assistance. View
  3. Vallu V, Samudrala V, Pulakhandam W. Accelerating Product Development Cycles With Digital Twins and IoT Integration. View