Acoustic and Natural Language Markers for Bipolar Disorder: A Pilot, mHealth Cross-Sectional Study

Acoustic and Natural Language Markers for Bipolar Disorder: A Pilot, mHealth Cross-Sectional Study

Abstract BackgroundMonitoring symptoms of bipolar disorder (BD) is a challenge faced by mental health services. Speech patterns are crucial in assessing the current experiences, emotions, and thought patterns of people with BD. Natural language processing (NLP) and acoustic si...

Full description

Saved in:
Bibliographic Details
Main Authors: Cristina Crocamo, Riccardo Matteo Cioni, Aurelia Canestro, Christian Nasti, Dario Palpella, Susanna Piacenti, Alessandra Bartoccetti, Martina Re, Valentina Simonetti, Chiara Barattieri di San Pietro, Maria Bulgheroni, Francesco Bartoli, Giuseppe Carrà
Format: Article
Language:English
Published: JMIR Publications 2025-04-01
Series:JMIR Formative Research
Online Access:https://formative.jmir.org/2025/1/e65555
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://formative.jmir.org/2025/1/e65555

Similar Items