Facing Change: Using Automated Facial Expression Analysis to Examine Emotional Flexibility in the Treatment of Depression.

Dana Atzil SlonimIdo YehezkelAdar PazEran Bar-KalifaMaya WolffAvinoam DarEva Gilboa-Schechtman

Published in: Administration and policy in mental health (2023)

These findings highlight the centrality of emotional flexibility both as a trait-like as well as a state-like characteristic of depression. The results also demonstrate the usefulness of computerized measures to capture key emotional processes in the treatment of depression at a high scale and specificity.

Keyphrases

depressive symptoms
sleep quality
machine learning
gene expression
deep learning
dna methylation
replacement therapy
single cell
smoking cessation
electronic health record