Deep Learning to Differentiate Parkinsonian Syndromes Using Multimodal <scp>Magnetic Resonance Imaging</scp> : A Proof‐of‐Concept Study
Our findings hold promise for developing an efficient, MRI-based, and user-independent diagnostic tool suitable for differentiating parkinsonian syndromes in clinical practice. © 2025 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Authors
- Jean‐Christophe Corvol (ORCID: https://orcid.org/0000-0001-7325-0199)
- Marie Vidailhet (ORCID: https://orcid.org/0000-0002-2409-9143)
- Giulia Maria Mattia (ORCID: https://orcid.org/0000-0002-6752-367X)
- Nadya Pyatigorskaya (ORCID: https://orcid.org/0000-0002-2070-1299)
- Anne Pavy‐Le Traon (ORCID: https://orcid.org/0000-0002-9375-1553)
- Bertrand Degos (ORCID: https://orcid.org/0000-0001-5644-1292)
- Stéphane Lehéricy (ORCID: https://orcid.org/0000-0002-5802-3518)
- Alexandra Foubert‐Samier (ORCID: https://orcid.org/0000-0002-9811-2611)
- Lydia Chougar (ORCID: https://orcid.org/0000-0001-9306-5687)
- Olivier Rascol (ORCID: https://orcid.org/0000-0002-1410-6397)
- David Grabli (ORCID: https://orcid.org/0000-0001-6798-4567)
- Patrice Péran (ORCID: https://orcid.org/0000-0001-7200-0139)
- Margherita Fabbri (ORCID: https://orcid.org/0000-0001-7250-592X)
- Alice Faucher (ORCID: https://orcid.org/0000-0001-9036-5115)
- Wassilios G. Meissner (ORCID: https://orcid.org/0000-0003-2172-7527)
Institutions
- Montreal Neurological Institute and Hospital (CA)
- Centre National de la Recherche Scientifique (FR)
- Université de Bordeaux (FR)
- Inserm (FR)
- Université Fédérale de Toulouse Midi-Pyrénées (FR)
- Sorbonne Université (FR)
- Institut des Maladies Neurodégénératives (FR)
- Centre de Recherches en Cancérologie de Toulouse (FR)
- Université Sorbonne Paris Nord (FR)
- Assistance Publique – Hôpitaux de Paris (FR)
- New Zealand Brain Research Institute (NZ)
- Bordeaux Population Health (FR)
- Centre Interdisciplinaire de Recherche en Biologie (FR)
- Hôpital Avicenne (FR)
- Institut du Cerveau (FR)
- University of Otago (NZ)
Publication Details
- Journal
- Movement Disorders
- Published
- 2025-07-24
- DOI
- https://doi.org/10.1002/mds.30300
- Citations
- 3
- Primary Topic
- Parkinson's Disease Mechanisms and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 4.17
Funders
- Agence Nationale de la Recherche
- Institut National de la Santé et de la Recherche Médicale
- Université de Toulouse