Gwénaëlle Catheline
Orcid: 0000-0003-1949-8913Affiliations:
- University of Bordeaux, France
According to our database1,
Gwénaëlle Catheline
authored at least 17 papers
between 2012 and 2024.
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Bibliography
2024
DeepCERES: A Deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRI.
CoRR, 2024
2022
BG-3DM2F: Bidirectional gated 3D multi-scale feature fusion for Alzheimer's disease diagnosis.
Multim. Tools Appl., 2022
2021
Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI Images with Multiple ROIs.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2019
Recognition of Alzheimer's Disease on sMRI based on 3D Multi-Scale CNN Features and a Gated Recurrent Fusion Unit.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
2018
3D Inception-based CNN with sMRI and MD-DTI data fusion for Alzheimer's Disease diagnostics.
CoRR, 2018
3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies.
CoRR, 2018
Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
2017
Activity/rest cycle and disturbances of structural backbone of cerebral networks in aging.
NeuroImage, 2017
Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning.
Neurocomputing, 2017
Classification of sMRI for AD Diagnosis with Convolutional Neuronal Networks: A Pilot 2-D+ \epsilon Study on ADNI.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017
2015
Classification of Alzheimer's disease subjects from MRI using hippocampal visual features.
Multim. Tools Appl., 2015
Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex.
Comput. Medical Imaging Graph., 2015
Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014
2013
Early Alzheimer disease detection with bag-of-visual-words and hybrid fusion on structural MRI.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013
2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012