Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning.

Karim Aderghal (1) , Alexander Khvostikov (2) , Andrei Krylov (2) , Jenny Benois-Pineau (1) , Karim Afdel (3) , Gwenaelle Catheline (4)

1 LaBRI - Laboratoire Bordelais de Recherche en Informatique
2 Lomonosov Moscow State University - Faculty of Computational Mathematics and Cybernetics
3 Université Ibn Zohr [Agadir]
4 INCIA - Institut de Neurosciences cognitives et intégratives d'Aquitaine

Domaines: Intelligence artificielle [cs.AI]; Informatique [cs]; Vision par ordinateur et reconnaissance de formes [cs.CV]; Imagerie médicale; Multimédia [cs.MM]; Réseau de neurones [cs.NE]

Karim Aderghal, Alexander Khvostikov, Andrei Krylov, Jenny Benois-Pineau, Karim Afdel, et al.. Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning.. 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS), Jun 2018, Karlstad, Sweden. ⟨10.1109/CBMS.2018.00067⟩. ⟨hal-01865970⟩