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P1‐364: RADIOLOGICAL CLASSIFICATION OF DEMENTIA FROM ANATOMICAL MRI ASSISTED BY MACHINE LEARNING‐DERIVED MAPS
Author(s) -
Chagué Pierre,
Marro Béatrice,
Fadili Sarah,
Houot Marion,
Morin Alexandre,
Samper-González Jorge,
Beu Paul,
Bertrand Anne,
Arrivé Lionel,
Dormont Didier,
Dubois Bruno,
Teichmann Marc,
Epelbaum Stéphane,
Colliot Olivier
Publication year - 2019
Publication title -
alzheimer's and dementia
Language(s) - French
Resource type - Journals
SCImago Journal Rank - 6.713
H-Index - 118
eISSN - 1552-5279
pISSN - 1552-5260
DOI - 10.1016/j.jalz.2019.06.919
Subject(s) - support vector machine , artificial intelligence , dementia , machine learning , magnetic resonance imaging , computer science , naive bayes classifier , medicine , pattern recognition (psychology) , radiology , pathology , disease
Pierre Chagu e, B eatrice Marro, Sarah Fadili, Marion Houot, Alexandre Morin, Jorge Samper-Gonz alez, Paul Beunon, Anne Bertrand, Lionel Arriv e, Didier Dormont, Bruno Dubois, Marc Teichmann, St ephane Epelbaum, Olivier Colliot, APHP, Hôpital Saint-Antoine, Radiology Department, Paris, France; Brain & Spine Institute, INSERM, CNRS, Paris, France; Department of Neurology, Hôpital de la Piti e-Salpêtri ere, AP-HP, Paris, France; Inria, Aramis-Project Team, Paris, France; Sorbonne Universit e, Inserm, CNRS, Institut du Cerveau et la Mo€elle, Paris, France; Inria Paris, Aramis Project-Team, Paris, France; AP-HP, Saint-Antoine Hospital, Department of Radiology, Paris, France; Sorbonne Universit es, UPMC Inserm, CNRS, Institut du Cerveau et la Moelle, AP-HP Hôpital Piti e-Salpêtri ere, Paris, France; Inserm, Paris, France; CNRS, ICM, Paris, France; Neuroradiology Department, Hôpital de la Salpêtriere, Paris, France; Sorbonne University, Alzheimer Precision Medicine, AP-HP, Piti e-Salpêtri ere Hospital, Boulevard de l’Hôpital, Paris, France; Institute of Memory and Alzheimer’s Disease, Department of Neurology, Piti e-Salpêtri ere Hospital, AP-HP, Boulevard de l’Hôpital, Paris, France; Institut de la M emoire et de la Maladie d’Alzheimer ICM, Salpetriere Hospital, AP-HP, Paris, France; INSERMUniversite Pierre et Marie Curie, IHU-ICM, Paris, France; Sorbonne Universit es, Universit e Pierre et Marie Curie Inserm, CNRS, Institut du Cerveau et de la Moelle Epini ere, D epartement de Neurologie, Institut de la M emoire et de la Maladie d’Alzheimer, Hôpital Piti e-Salpêtri ere, Paris, France; Institut de la M emoire et de la Maladie d’Alzheimer, D epartement de Neurologie, Hôpital de la Piti e-Salpêtri ere, AP-HP, Boulevard de l’Hôpital, Paris, France; Institute of Memory and Alzheimer’s Disease, Centre of Excellence of Neurodegenerative Disease, Piti e-Salpêtri ere Hospital, Paris, France; AP-HP, Departments of Neuroradiology and Neurology, Pitie-Salpêtriere Hospital, Paris, France; Sorbonne Universit e, Inserm, CNRS, Institut du Cerveau et la Mo€elle, AP-HP, Paris, France; Institut du Cerveau et de la Moelle Epini ere, Paris, France. Contact e-mail: stephane.epelbaum@aphp.fr