Gwenaelle Catheline

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 6

Top Topics

Visual Vocabulary

Disease Diagnosis

Imaging Modalities

Top Venues

Publications

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 (2024)
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)
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)
Karim Aderghal, Alexander V. Khvostikov, Andrei 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)
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 (2018)
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 (2018)
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)
Olfa Ben Ahmed, Jenny Benois-Pineau, Michèle Allard, Gwenaelle Catheline, Chokri Ben Amar
Diffusion Tensor Imaging retrieval for Alzheimer's disease diagnosis. CBMI (2014)
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)
Maxim M. Mizotin, Jenny Benois-Pineau, Michèle Allard, Gwenaelle Catheline
Feature-based brain MRI retrieval for Alzheimer disease diagnosis. ICIP (2012)