3 papers
cs.CV2026
A Non-Invasive 3D Gait Analysis Framework for Quantifying Psychomotor Retardation in Major Depressive Disorder
Fouad Boutaleb, Emery Pierson, Mohamed Daoudi +3
Predicting the status of Major Depressive Disorder (MDD) from objective, non-invasive methods is an active research field. Yet, extracting automatically objective, interpretable fe…
cs.LG2025
Wearable-Derived Behavioral and Physiological Biomarkers for Classifying Unipolar and Bipolar Depression Severity
Yassine Ouzar, Clémence Nineuil, Fouad Boutaleb +3
Depression is a complex mental disorder characterized by a diverse range of observable and measurable indicators that go beyond traditional subjective assessments. Recent research…
cs.CV2025
Measuring Anxiety Levels with Head Motion Patterns in Severe Depression Population
Fouad Boutaleb, Emery Pierson, Nicolas Doudeau +3
Depression and anxiety are prevalent mental health disorders that frequently cooccur, with anxiety significantly influencing both the manifestation and treatment of depression. An…