Classification of sMRI for Alzheimer's disease Diagnosis with CNN

Author:

Aderghal Karim1,Benois-Pineau Jenny1,Afdel Karim2

Affiliation:

1. University of Bordeaux / LaBRI, Bordeaux, France

2. University Ibn Zohr / LabSIV, Agadir, Morocco

Funder

Campus France

Publisher

ACM

Reference11 articles.

1. Ramaroson H Helmer C Barberger-Gateau P Letenneur L Dartigues Jean-François. "Prévalence de la démence et de la maladie d'Alzheimer chez les personnes de 75 ans et plus: donneés réactualiseés de la cohorte Paquid. Rev Neurol (Paris). 2003; 159:405--411. Ramaroson H Helmer C Barberger-Gateau P Letenneur L Dartigues Jean-François. "Prévalence de la démence et de la maladie d'Alzheimer chez les personnes de 75 ans et plus: donneés réactualiseés de la cohorte Paquid. Rev Neurol (Paris). 2003; 159:405--411.

2. Wolz R. Julkunen V. Koikkalainen J. Niskanen E. Zhang D. P. Rueckert D. & Alzheimer's Disease Neuroimaging Initiative. Multi-method analysis of MRIimages in early diagnostics of Alzheimer's disease. 2011; PloS one 6(10) e25446. Wolz R. Julkunen V. Koikkalainen J. Niskanen E. Zhang D. P. Rueckert D. & Alzheimer's Disease Neuroimaging Initiative. Multi-method analysis of MRIimages in early diagnostics of Alzheimer's disease. 2011; PloS one 6(10) e25446.

3. Multiple instance learning for classification of dementia in brain MRI

4. Ben Ahmed O. Benois-Pineau J. Allard M. Ben Amar C. Gwénaëlle C. : Classification of Alzheimer's disease subjects from MRI using hippocampal visual features. Multimedia Tools Appl. 2015; 74(4): 1249--1266 10.1007/s11042-014-2123-y Ben Ahmed O. Benois-Pineau J. Allard M. Ben Amar C. Gwénaëlle C. : Classification of Alzheimer's disease subjects from MRI using hippocampal visual features. Multimedia Tools Appl. 2015; 74(4): 1249--1266 10.1007/s11042-014-2123-y

5. Classification of sMRI for AD Diagnosis with Convolutional Neuronal Networks: A Pilot 2-D+ $$\epsilon $$ Study on ADNI

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