Karim Aderghal

According to our database, Karim Aderghal authored at least 7 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Classification of multimodal MRI images using Deep Learning : Application to the diagnosis of Alzheimer's disease. (Classification des images IRM multimodales par l'apprentissage profond : Application au diagnostique de la maladie d'Alzheimer).

Karim Aderghal

PhD thesis, 2021

2018

3D Inception-based CNN with sMRI and MD-DTI data fusion for Alzheimer's Disease diagnostics.

Alexander V. Khvostikov, Karim Aderghal, Andrey S. Krylov, Gwenaelle Catheline, Jenny Benois-Pineau

CoRR, 2018

3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies.

Alexander V. Khvostikov, Karim Aderghal, Jenny Benois-Pineau, Andrey S. Krylov, Gwenaelle Catheline

CoRR, 2018

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

Karim Aderghal, Alexander V. Khvostikov, Andrei S. Krylov, Jenny Benois-Pineau, Karim Afdel, Gwenaelle Catheline

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

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

Karim Aderghal, Manuel Boissenin, Jenny Benois-Pineau, Gwénaëlle Catheline, Karim Afdel

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Classification of sMRI for Alzheimer's disease Diagnosis with CNN: Single Siamese Networks with 2D+? Approach and Fusion on ADNI.

Karim Aderghal, Jenny Benois-Pineau, Karim Afdel

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

FuseMe: Classification of sMRI images by fusion of Deep CNNs in 2D+ϵ projections.

Karim Aderghal, Jenny Benois-Pineau, Karim Afdel, Gwénaëlle Catheline

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017