| 2025 | MICCAI | PSAT: Pediatric Segmentation Approaches via Adult Augmentations and Transfer Learning. | Tristan Kirscher, Sylvain Faisan, Xavier Coubez, Loris Barrier, Philippe Meyer |
| 2022 | ICIP | Joint Disentanglement of Labels and Their Features with VAE. | Kaifeng Zou, Sylvain Faisan, Fabrice Heitz, Sbastien Valette |
| 2019 | ICASSP | Anomaly Detection in Single Subject vs Group Using Manifold Learning. | Florian Tilquin, Sylvain Faisan, Fabrice Heitz, Vincent Noblet, Frdric Blanc, Izzie Namer |
| 2019 | ISMM | Multilabel, Multiscale Topological Transformation for Cerebral MRI Segmentation Post-processing. | Carlos Tor-Dez, Sylvain Faisan, Loc Mazo, Nathalie Bednarek, Hlne Meunier, Isabelle Bloch, Nicolas Passat, Franois Rousseau |
| 2008 | MICCAI | Topology Preserving Warping of Binary Images: Application to Atlas-Based Skull Segmentation. | Sylvain Faisan, Nicolas Passat, Vincent Noblet, Rene Chabrier, Christophe Meyer |
| 2006 | ICASSP | Hidden Markovian Modeling and Analysis of Multiple-Event-Sequence-Based Random Processes. Application to Robust Detection of Brain Functional Activation. | Sylvain Faisan, Laurent Thoraval, Fabrice Heitz, Jean-Paul Armspach |
| 2003 | MICCAI | Unsupervised Learning and Mapping of Brain fMRI Signals Based on Hidden Semi-Markov Event Sequence Models. | Sylvain Faisan, Laurent Thoraval, Jean-Paul Armspach, Fabrice Heitz |
| 2002 | ICIP | Hidden semi-Markov event sequence models: application to brain functional MRI sequence analysis. | Sylvain Faisan, Laurent Thoraval, Jean-Paul Armspach, Fabrice Heitz |