Overall Aim: To detect mental health symptoms from voice and language data
Team Members: Daniel Low, Debbie Burdinski, Satra Ghosh
127 studies, 8 psychiatric disorders, description of acoustic features, guidelines for data acquisition and machine learning models
Collaborators: Kate Bentley
Analyzing 800 000+ posts from 2018 to 2021, we tracked changes in semantic content across 15 mental health support groups (e.g., r/SuicideWatch, r/BipolarReddit) and found vulnerable groups and a doubling of posts within a suicidality and loneliness clusters.
Mental Health Reddit Dataset
Zenodo
Github & OSF
Collaborators: Laurie Rumker, Tanya Talkar, John Torous, Guillermo Cecchi
Collaborators: Matt Nock, Walter Dempsey, Kelly Zuromski, Daniel Kessler, RallyPoint
Collaborators: Kate Bentley, Joe Maimone, Daniel Coppersmith, Rebecca Fortrang, Alex Millner, Matt Nock
Collaborators: Joan Camprodon