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ORCIDGwénaëlle Catheline
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- affiliation: University of Bordeaux, France
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Journal Articles
- 2022
[j5]Ibtissam Bakkouri
, Karim Afdel, Jenny Benois-Pineau, Gwénaëlle Catheline:
BG-3DM2F: Bidirectional gated 3D multi-scale feature fusion for Alzheimer's disease diagnosis. Multim. Tools Appl. 81(8): 10743-10776 (2022)- 2017
- [j4]Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Gwénaëlle Catheline, Chokri Ben Amar:
Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning. Neurocomputing 220: 98-110 (2017) - [j3]Marion Baillet, Bixente Dilharreguy, Karine Pérès, Jean-François Dartigues, Willy Mayo, Gwénaëlle Catheline:
Activity/rest cycle and disturbances of structural backbone of cerebral networks in aging. NeuroImage 146: 814-820 (2017) - 2015
- [j2]Olfa Ben Ahmed, Maxim M. Mizotin, Jenny Benois-Pineau, Michèle Allard, Gwénaëlle Catheline, Chokri Ben Amar:
Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex. Comput. Medical Imaging Graph. 44: 13-25 (2015) - [j1]Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Chokri Ben Amar, Gwénaëlle Catheline:
Classification of Alzheimer's disease subjects from MRI using hippocampal visual features. Multim. Tools Appl. 74(4): 1249-1266 (2015)
Conference and Workshop Papers
- 2021
- [c9]Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Gwenaelle Catheline:
Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI Images with Multiple ROIs. ICIP 2021: 284-288 - 2019
- [c8]Ibtissam Bakkouri, Karim Afdel, Jenny Benois-Pineau, Gwenaelle Catheline:
Recognition of Alzheimer's Disease on sMRI based on 3D Multi-Scale CNN Features and a Gated Recurrent Fusion Unit. CBMI 2019: 1-6 - 2018
- [c7]Karim Aderghal, Alexander V. Khvostikov, Andrei S. Krylov, Jenny Benois-Pineau, Karim Afdel, Gwenaelle Catheline:
Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning. CBMS 2018: 345-350 - 2017
- [c6]Karim Aderghal, Jenny Benois-Pineau, Karim Afdel, Gwénaëlle Catheline:
FuseMe: Classification of sMRI images by fusion of Deep CNNs in 2D+ϵ projections. CBMI 2017: 34:1-34:7 - [c5]Karim Aderghal, Manuel Boissenin, Jenny Benois-Pineau, Gwénaëlle Catheline, Karim Afdel:
Classification of sMRI for AD Diagnosis with Convolutional Neuronal Networks: A Pilot 2-D+ \epsilon Study on ADNI. MMM (1) 2017: 690-701 - 2015
- [c4]Olfa Ben Ahmed, Jenny Benois-Pineau, Chokri Ben Amar, Michele Aliara, Gwenaelle Catheline:
Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging. ICIP 2015: 2840-2844 - 2014
- [c3]Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Gwenaelle Catheline, Chokri Ben Amar:
Diffusion Tensor Imaging retrieval for Alzheimer's disease diagnosis. CBMI 2014: 1-6 - 2013
- [c2]Olfa Ben Ahmed, Jenny Benois-Pineau, Chokri Ben Amar, Michèle Allard, Gwenaelle Catheline:
Early Alzheimer disease detection with bag-of-visual-words and hybrid fusion on structural MRI. CBMI 2013: 79-83 - 2012
- [c1]Maxim M. Mizotin, Jenny Benois-Pineau, Michèle Allard, Gwenaelle Catheline:
Feature-based brain MRI retrieval for Alzheimer disease diagnosis. ICIP 2012: 1241-1244
Informal and Other Publications
- 2024
- [i3]Sergio Morell-Ortega, Marina Ruiz-Perez, Marien Gadea, Roberto Vivó Hernando, Gregorio Rubio, Fernando Aparici-Robles, María de la Iglesia-Vayá, Gwenaelle Catheline, Pierrick Coupé, José V. Manjón:
DeepCERES: A Deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRI. CoRR abs/2401.12074 (2024) - 2018
- [i2]Alexander V. Khvostikov, Karim Aderghal, Jenny Benois-Pineau, Andrey S. Krylov, Gwenaelle Catheline:
3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies. CoRR abs/1801.05968 (2018) - [i1]Alexander V. Khvostikov, Karim Aderghal, Andrey S. Krylov, Gwenaelle Catheline, Jenny Benois-Pineau:
3D Inception-based CNN with sMRI and MD-DTI data fusion for Alzheimer's Disease diagnostics. CoRR abs/1809.03972 (2018)
Coauthor Index
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