Head-motion kineme features generalize across three depression datasets for classification and severity regression, outperforming raw head pose and facial cues in cross-dataset tests.
Explainable depression detection via head motion patterns,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
extension 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
extension 1polarities
extend 1representative citing papers
citing papers explorer
-
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers
Head-motion kineme features generalize across three depression datasets for classification and severity regression, outperforming raw head pose and facial cues in cross-dataset tests.