| 2025 | MICCAI | Improving Virtual Contrast Enhancement Using Longitudinal Data. | Pierre Fayolle, Alexandre Bne, Nolie Debs, Philippe Robert, Pascal Bourdon, Rmy Guillevin, David Helbert |
| 2024 | MICCAI | Refining Deep Learning Segmentation Maps with a Local Thresholding Approach: Application to Liver Surface Nodularity Quantification in CT. | Sisi Yang, Alexandre Bne, Thomas Decaens, Joan Alexis Glauns |
| 2023 | MICCAI | Ensembling Voxel-Based and Box-Based Model Predictions for Robust Lesion Detection. | Nolie Debs, Alexandre Routier, Clment Abi Nader, Arnaud Marcoux, Alexandre Bne, Marc-Michel Roh |
| 2023 | MICCAI | Weakly-Supervised Positional Contrastive Learning: Application to Cirrhosis Classification. | Emma Sarfati, Alexandre Bne, Marc-Michel Roh, Pietro Gori, Isabelle Bloch |
| 2023 | MICCAI | Non-redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer. | Rebeca Vtil, Clment Abi Nader, Alexandre Bne, Marie-Pierre Vullierme, Marc-Michel Roh, Pietro Gori, Isabelle Bloch |
| 2022 | ICIP | Learning to Jointly Segment the Liver, Lesions and Vessels from Partially Annotated Datasets. | Omar Ali, Alexandre Bne, Marc-Michel Roh, Eric Vibert, Irene E. Vignon-Clementel |
| 2022 | MICCAI | CoRe: An Automated Pipeline for the Prediction of Liver Resection Complexity from Preoperative CT Scans. | Omar Ali, Alexandre Bne, Caterina Accardo, Omar Belkouchi, Marc-Michel Roh, Eric Vibert, Irene E. Vignon-Clementel |
| 2022 | MICCAI | Learning Shape Distributions from Large Databases of Healthy Organs: Applications to Zero-Shot and Few-Shot Abnormal Pancreas Detection. | Rebeca Vtil, Clment Abi Nader, Alexandre Bne, Marie-Pierre Vullierme, Marc-Michel Roh, Pietro Gori, Isabelle Bloch |
| 2020 | MICCAI | Learning Joint Shape and Appearance Representations with Metamorphic Auto-Encoders. | Alexandre Bne, Paul Vernhet, Olivier Colliot, Stanley Durrleman |
| 2019 | MICCAI | Clustering of Longitudinal Shape Data Sets Using Mixture of Separate or Branching Trajectories. | Vianney Debavelaere, Alexandre Bne, Stanley Durrleman, Stphanie Allassonnire |
| 2018 | CVPR | Learning Distributions of Shape Trajectories From Longitudinal Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms. | Alexandre Bne, Olivier Colliot, Stanley Durrleman |
| 2018 | MICCAI | Deformetrica 4: An Open-Source Software for Statistical Shape Analysis. | Alexandre Bne, Maxime Louis, Benot Martin, Stanley Durrleman |
| 2017 | MICCAI | Prediction of the Progression of Subcortical Brain Structures in Alzheimer's Disease from Baseline. | Alexandre Bne, Maxime Louis, Alexandre Routier, Jorge Samper-Gonzlez, Michael Bacci, Benjamin Charlier, Olivier Colliot, Stanley Durrleman |