Multiple sclerosis cortical lesion detection with deep learning at ultra‐high‐field MRI

Author:

La Rosa Francesco123ORCID,Beck Erin S.34,Maranzano Josefina56,Todea Ramona‐Alexandra7,van Gelderen Peter8,de Zwart Jacco A.8,Luciano Nicholas J.3,Duyn Jeff H.8,Thiran Jean‐Philippe129,Granziera Cristina1011,Reich Daniel S.3,Sati Pascal312,Bach Cuadra Meritxell29ORCID

Affiliation:

1. Signal Processing Laboratory (LTS5) Ecole Polytechnique Fédérale de Lausanne (EPFL) Lausanne

2. CIBM Center for Biomedical Imaging

3. Translational Neuroradiology Section National Institute of Neurological Disorders and Stroke, National Institutes of Health Bethesda MD

4. Department of Neurology Icahn School of Medicine at Mount Sinai New York NY USA

5. Department of Anatomy University of Quebec in Trois‐Rivières Trois‐Rivières Quebec Canada

6. McConnell Brain Imaging Center, Department of Neurology and Neurosurgery Montreal Neurological Institute and Hospital, McGill University Montreal Quebec Canada

7. Department of Neuroradiology, Clinic of Radiology and Nuclear Medicine University Hospital of Basel Basel Switzerland

8. Advanced MRI Section National Institute of Neurological Disorders and Stroke, National Institutes of Health Bethesda MD USA

9. Radiology Department Lausanne University and University Hospital Switzerland

10. Translational Imaging in Neurology (ThINk) Basel, Department of Medicine and Biomedical Engineering University Hospital Basel and University of Basel Basel Switzerland

11. Neurologic Clinic and Policlinic, Departments of Medicine, Clinical Research and Biomedical Engineering University Hospital Basel and University of Basel Basel Switzerland

12. Department of Neurology Cedars‐Sinai Medical Center Los Angeles CA USA

Funder

National Multiple Sclerosis Society

Novartis Stiftung für Medizinisch-Biologische Forschung

Publisher

Wiley

Subject

Spectroscopy,Radiology, Nuclear Medicine and imaging,Molecular Medicine

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