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P2‐451: USING DIFFUSION MRI FOR CLASSIFICATION AND PREDICTION OF ALZHEIMER'S DISEASE: A REPRODUCIBLE STUDY
Author(s) -
Wen Junhao,
Samper-González Jorge,
Bottani Simona,
Routier Alexandre,
Burgos Ni,
Jacquemont Thomas,
Fontanella Sabrina,
Durrleman Stanley,
Bertrand Anne,
Colliot Olivier
Publication year - 2018
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.2018.06.1144
Subject(s) - diffusion mri , undersampling , artificial intelligence , support vector machine , pattern recognition (psychology) , computer science , cognitive impairment , hyperparameter , cross validation , random forest , medicine , magnetic resonance imaging , pathology , radiology , disease
Figure 1. Nor tained from fo was 75% for GM+WM-MD sMCI vs pMC higher likeliho pMCI. REPRODUCIBLE STUDY Junhao Wen, Jorge Samper-Gonz alez, Simona Bottani, Alexandre Routier, Ninon Burgos, Thomas Jacquemont, Sabrina Fontanella, Stanley Durrleman, Anne Bertrand, Olivier Colliot, Inria Paris, Aramis Project Team, Paris, France; Sorbonne Universit e, INSERM, Centre National de la Recherche Scientifique, Institut du Cerveau et la Mo€elle, Paris, France; Sorbonne Universit e, INSERM, Centre National de la Recherche Scientifique, Institut du Cerveau et la Mo€elle, FrontLab, Paris, France; Sorbonne Universit es, University Pierre and Marie Curie, Inserm, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle Hôpital de la Piti e-Salpêtri ere, Paris, France; Assistance Publique – Hôpitaux de Paris, Saint-Antoine Hospital, Department of Radiology, Paris, France; Sorbonne Universit es, University Pierre and Marie Curie, Inserm, Centre National de la Recherche Scientifique, Institut du Cerveau et la Moelle, Assistance Publique – Hôpitaux de Paris-Hôpital Piti e-Salpêtri ere, Paris, France; Assistance Publique – Hôpitaux de Paris, Departments of Neuroradiology and Neurology, Pitie-Salpeêtriere Hospital, Paris, France; Sorbonne Universit e, INSERM, Centre National de la Recherche Scientifique, Institut du Cerveau et la Mo€elle, Assistance Publique – Hôpitaux de Paris, Paris, France. Contact e-mail: junhao.wen@inria.fr