Original ResearchPublished 7 October 2026Simultaneous hyperkinetic movement disorders phenotyping: a cross-cohort pediatric transfer study using routine videos, markerless pose estimation and a tabular foundation modelLaura Cif · Diane Demailly · Zohra Souei · Muhammad Mushhood Ur Rehman · Juan Dario Ortigoza-Escobar · Mayté Castro-Jiménez · Cécile A. Hubsch · Sophie Huby · Morgan Dornadic · Gun-Marie Hariz · Eduardo M. Moraud · Jocelyne Bloch · Gabriella A. Horvàth · Xavier VasquesFrontiers in Neurologydoi 10.3389/fneur.2026.1904458
MethodsPublished 1 October 2026From pose estimation accuracy to motor biomarker reliability: a reliability-centred evaluation framework for markerless movement analysisValentin Fernandez · Khabiba Abdiyeva · Sébastien Brot · Luis Perreira de Almeida · Afsaneh Gaillard · Christine Fernandez-MaloigneFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1790241
Mini ReviewPublished 22 September 2026Multiple subject tracking in long-term, behavioral studies of rodentsBartosz ZglinickiFrontiers in Molecular Neurosciencedoi 10.3389/fnmol.2026.1960212