4 papers
EyeTheia: A Lightweight and Accessible Eye-Tracking Toolbox
Stevenson Pather, Niels Martignène, Arnaud Bugnet +3
We introduce EyeTheia, a lightweight and open deep learning pipeline for webcam-based gaze estimation, designed for browser-based experimental platforms and real-world cognitive an…
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…
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…
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…