Multimodal analysis of temporal affective variability within treatment for depression.
Adar PazEshkol RafaeliEran Bar-KalifaEva Gilboa-SchechtmanSharon GannotShrikanth S NarayananDana Atzil-SlonimPublished in: Journal of consulting and clinical psychology (2024)
The continuous assessment of both vocal and facial affective expressions and the ability to extract measures of affective temporal variability from within-session data may enable therapists to better respond and modulate clients' affective flexibility; however, further research is necessary to determine whether there is a causal link between affective temporal variability and psychotherapy outcomes. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
Keyphrases
- bipolar disorder
- oxidative stress
- depressive symptoms
- machine learning
- pain management
- sleep quality
- electronic health record
- high intensity
- hepatitis c virus
- big data
- physical activity
- transcranial direct current stimulation
- skeletal muscle
- combination therapy
- adverse drug
- working memory
- artificial intelligence
- smoking cessation
- hiv testing
- borderline personality disorder