EmoSavior: Depression recognition and intervention via multimodal physiological signals and large language models

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Acute and Longer-Term Outcomes in Depressed Outpatients Requiring One or Several Treatment Steps: A STAR*D Report

A. John Rush, Madhukar H. Trivedi, Stephen R. Wisniewski et al. · American Journal of Psychiatry · 2006 · 5.5K citations

Social Sciences, Psychiatry, Psychology +17

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

Sander Koelstra, Christian Mühl, Mohammad Soleymani et al. · IEEE Transactions on Affective Computing · 2011 · 4.8K citations · Full text

Nursing, Neuroscience, Psychology +17

Multimodal Machine Learning: A Survey and Taxonomy

Tadas Baltrušaitis, Chaitanya Ahuja, Louis‐Philippe Morency · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 4.2K citations

Computing, Computer Science, Computer Vision +13

Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial

Kathleen Kara Fitzpatrick, Alison Darcy, Molly Vierhile · JMIR Mental Health · 2017 · 2.5K citations · Full text

Social Sciences, Behavioral Sciences, Psychology +16