A multimodal Parkinson quantification by fusing eye and gait motion patterns, using covariance descriptors, from non-invasive computer vision. - John Archila; Antoine Manzanera; Fabio Martínez (Comput. Methods Programs Biomed., 2022)

A Mixed Audio-Video SPD Network for Online Classification of Parkinsonian Speech Patterns. - John Archila; Antoine Manzanera; Fabio Martínez (IBERAMIA, 2024)

A multimodal gait and ocular geometric representation to generate a Parkinson progression report. - John Archila; Ivan Peña; Luis Fernando Celis; Juan A. Olmos; Antoine Manzanera; Fabio Martínez (Eng. Appl. Artif. Intell., 2025)