Automatic detection of early stages of Parkinson's disease through acoustic voice analysis with mel-frequency cepstral coefficients. - Laetitia Jeancolas; Habib Benali; Badr-Eddine Benkelfat; Graziella Mangone; Jean-Christophe Corvol; Marie Vidailhet; Stéphane Lehéricy; Dijana Petrovska-Delacrétaz (ATSIP, 2017)

Comparison of Telephone Recordings and Professional Microphone Recordings for Early Detection of Parkinson's Disease, Using Mel-Frequency Cepstral Coefficients with Gaussian Mixture Models. - Laetitia Jeancolas; Graziella Mangone; Jean-Christophe Corvol; Marie Vidailhet; Stéphane Lehéricy; Badr-Eddine Benkelfat; Habib Benali; Dijana Petrovska-Delacrétaz (INTERSPEECH, 2019)

Détection précoce de la maladie de Parkinson par l'analyse de la voix et corrélations avec la neuroimagerie. (Early detection of Parkinson's disease through voice analysis and correlations with neuroimaging). - Laetitia Jeancolas (2019)

X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech. - Laetitia Jeancolas; Dijana Petrovska-Delacrétaz; Graziella Mangone; Badr-Eddine Benkelfat; Jean-Christophe Corvol; Marie Vidailhet; Stéphane Lehéricy; Habib Benali (Frontiers Neuroinformatics, 2021)

Early-Stage Parkinson's Disease Detection Based on Optical Flow and Video Vision Transformer. - Anas Filali Razzouki; Laetitia Jeancolas; Graziella Mangone; Sara Sambin; Alizé Chalançon; Manon Gomes; Stéphane Lehéricy; Jean-Christophe Corvol; Marie Vidailhet; Isabelle Arnulf; Mounim A. El-Yacoubi; Dijana Petrovska-Delacrétaz (HSI, 2024)

Multi-cohort machine learning identifies predictors of cognitive impairment in Parkinson's disease. - Rebecca Ting Jiin Loo; Lukas Pavelka; Graziella Mangone; Fouad Khoury; Marie Vidailhet; Jean-Christophe Corvol; Enrico Glaab; Geeta Acharya; Gloria Aguayo; Myriam Alexandre; Muhammad Ali; Wim Ammerlann; et al. (npj Digit. Medicine, 2025)

Detection of Early Parkinson's Disease by Leveraging Speech Foundation Models. - Quang Dao; Laetitia Jeancolas; Graziella Mangone; Sara Sambin; Alizé Chalançon; Manon Gomes; Stéphane Lehéricy; Jean-Christophe Corvol; Marie Vidailhet; Isabelle Arnulf; Dijana Petrovska-Delacrétaz; Mounîm A. El-Yacoubi (IEEE J. Biomed. Health Informatics, 2025)