no code implementations • 8 Aug 2023 • Moein Razavi, Samira Ziyadidegan, Reza Jahromi, Saber Kazeminasab, Vahid Janfaza, Ahmadreza Mahmoudzadeh, Elaheh Baharlouei, Farzan Sasangohar
This comprehensive review systematically evaluates Machine Learning (ML) methodologies employed in the detection, prediction, and analysis of mental stress and its consequent mental disorders (MDs).
no code implementations • 29 Sep 2021 • Mahnoosh Sadeghi, Anthony D McDonald, Farzan Sasangohar
Physiological data including heart rate and body acceleration as well as self-reported hyperarousal events were collected using a tool developed for commercial off-the-shelf wearable devices from 99 United States veterans diagnosed with PTSD over several days.