Feature-based brain MRI retrieval for Alzheimer disease diagnosis. - Maxim M. Mizotin; Jenny Benois-Pineau; Michèle Allard; Gwenaelle Catheline (ICIP, 2012)

Early Alzheimer disease detection with bag-of-visual-words and hybrid fusion on structural MRI. - Olfa Ben Ahmed; Jenny Benois-Pineau; Chokri Ben Amar; Michèle Allard; Gwenaelle Catheline (CBMI, 2013)

Diffusion Tensor Imaging retrieval for Alzheimer's disease diagnosis. - Olfa Ben Ahmed; Jenny Benois-Pineau; Michèle Allard; Gwenaelle Catheline; Chokri Ben Amar (CBMI, 2014)

Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging. - Olfa Ben Ahmed; Jenny Benois-Pineau; Chokri Ben Amar; Michele Aliara; Gwenaelle Catheline (ICIP, 2015)

Alzheimer's disease diagnosis on structural MR images using circular harmonic functions descriptors on hippocampus and posterior cingulate cortex. - Olfa Ben Ahmed; Maxim M. Mizotin; Jenny Benois-Pineau; Michèle Allard; Gwénaëlle Catheline; Chokri Ben Amar (Comput. Medical Imaging Graph., 2015)

Classification of Alzheimer's disease subjects from MRI using hippocampal visual features. - Olfa Ben Ahmed; Jenny Benois-Pineau; Michèle Allard; Chokri Ben Amar; Gwénaëlle Catheline (Multim. Tools Appl., 2015)

FuseMe: Classification of sMRI images by fusion of Deep CNNs in 2D+ϵ projections. - Karim Aderghal; Jenny Benois-Pineau; Karim Afdel; Gwénaëlle Catheline (CBMI, 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 (MMM (1), 2017)

Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning. - Olfa Ben Ahmed; Jenny Benois-Pineau; Michèle Allard; Gwénaëlle Catheline; Chokri Ben Amar (Neurocomputing, 2017)

Activity/rest cycle and disturbances of structural backbone of cerebral networks in aging. - Marion Baillet; Bixente Dilharreguy; Karine Pérès; Jean-François Dartigues; Willy Mayo; Gwénaëlle Catheline (NeuroImage, 2017)

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 (CBMS, 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)

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)

Recognition of Alzheimer's Disease on sMRI based on 3D Multi-Scale CNN Features and a Gated Recurrent Fusion Unit. - Ibtissam Bakkouri; Karim Afdel; Jenny Benois-Pineau; Gwenaelle Catheline (CBMI, 2019)

Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI Images with Multiple ROIs. - Meghna P. Ayyar; Jenny Benois-Pineau; Akka Zemmari; Gwenaelle Catheline (ICIP, 2021)

BG-3DM2F: Bidirectional gated 3D multi-scale feature fusion for Alzheimer's disease diagnosis. - Ibtissam Bakkouri; Karim Afdel; Jenny Benois-Pineau; Gwénaëlle Catheline (Multim. Tools Appl., 2022)

DeepCERES: A Deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRI. - 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 (CoRR, 2024)

DeepCERES: A deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRI. - Sergio Morell-Ortega; Marina Ruiz-Perez; Marien Gadea; Roberto Vivó Hernando; Gregorio Rubio; Fernando Aparici-Robles; María de la Iglesia-Vayá; Gwenaelle Catheline; Boris Mansencal; Pierrick Coupé; José V. Manjón (NeuroImage, 2025)

Ultra-high resolution multimodal MRI dense labelled holistic brain atlas. - José V. Manjón; Sergio Morell-Ortega; Marina Ruiz-Perez; Boris Mansencal; Edern Le Bot; Marien Gadea; Enrique Lanuza; Gwenaelle Catheline; Thomas Tourdias; Vincent Planche; Rémi Giraud; Denis Rivière; et al. (CoRR, 2025)