ADERGHAL Karim
ADERGHAL Karim
LaBRI (univ. de Bordeaux) & LabSIV (univ. Ibn Zohr)
Verified email at u-bordeaux.fr
Title
Cited by
Cited by
Year
3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies
A Khvostikov, K Aderghal, J Benois-Pineau, A Krylov, G Catheline
arXiv preprint arXiv:1801.05968, 2018
522018
Classification of Alzheimer disease on imaging modalities with deep CNNs using cross-modal transfer learning
K Aderghal, A Khvostikov, A Krylov, J Benois-Pineau, K Afdel, G Catheline
2018 IEEE 31st International Symposium on Computer-Based Medical Systems …, 2018
332018
FuseMe: Classification of sMRI images by fusion of Deep CNNs in 2D+ϵ projections
K Aderghal, J Benois-Pineau, K Afdel, C Gwenaëlle
Proceedings of the 15th International Workshop on Content-Based Multimedia …, 2017
26*2017
Classification of sMRI for AD Diagnosis with Convolutional Neuronal Networks: A Pilot 2-D+ϵ Study on ADNI.
K Aderghal, M Boissenin, J Benois-Pineau, G Catheline, K Afdel
International Conference on Multimedia Modeling, 690-701, 2017
262017
Classification of sMRI for Alzheimer's disease Diagnosis with CNN: Single Siamese Networks with 2D+ϵ Approach and Fusion on ADNI.
K Aderghal, J Benois-Pineau, K Afdel
Proceedings of the 2017 ACM on International Conference on Multimedia …, 2017
192017
3D Inception-based CNN with sMRI and MD-DTI data fusion for Alzheimer's Disease diagnostics
A Khvostikov, K Aderghal, A Krylov, G Catheline, J Benois-Pineau
arXiv preprint arXiv:1809.03972, 2018
132018
Improving Alzheimer's stage categorization with Convolutional Neural Network using transfer learning and different magnetic resonance imaging modalities
K Aderghal, K Afdel, J Benois-Pineau, G Catheline, ...
Heliyon 6 (12), e05652, 2020
22020
Classification of multimodal MRI images using Deep Learning: Application to the diagnosis of Alzheimer’s disease.
K Aderghal
Université de Bordeaux; Université Ibn Zohr (Agadir), 2021
2021
Classification des images IRM multimodales. Application au diagnostic de la maladie d'Alzheimer
A KARIM
2016
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Articles 1–9