Depression

MODALITY R&D / ALS / SCHIZOPHRENIA / DEPRESSION  |  38th Annual AAAI Conference on Artificial Intelligence (Workshop on Machine Learning for Cognitive and Mental Health) 2024

Towards Remote Differential Diagnosis of Mental and Neurological Disorders Using Automatically Extracted Speech and Facial Features

V. Richter, M. Neumann and V. Ramanarayanan

DEPRESSION  |  Frontiers in Psychology 2023

A Multimodal Dialog Approach To Mental State Characterization in Clinically Depressed, Anxious, and Suicidal Populations

J. Cohen, V. Richter, M. Neumann, D. Black, A. Haq, J. Wright-Berryman and V. Ramanarayanan

DEPRESSION  |  INTERSPEECH 2023

A Multimodal Investigation of Speech, Text, Cognitive and Facial Video Features for Characterizing Depression With and Without Medication

M. Neumann, H. Kothare, D. Habberstad, V. Ramanarayanan

DEPRESSION / MODALITY PLATFORM  | International Workshop on Spoken Dialog Systems 2023

Impact of Synthetic Voice and Avatar Animation on The Usability of a Dialogue Agent for Digital Health Monitoring

H. Kothare, D. Habberstad, M. Neumann, S. White, D. Pautler and V. Ramanarayanan

DEPRESSION  |  58th Annual Meeting of the Association for Computational Linguistics (ACL) Workshop on NLP for Medical Conversations 2020

On the Utility of Audiovisual Dialog Technologies and Signal Analytics for Real-time Remote Monitoring of Depression Biomarkers

M. Neumann, O. Roesler, D. Suendermann-Oeft, and V. Ramanarayanan