Magnetic Resonance Imaging Virtual Histopathology from Weakly Paired Data. - Amaury Leroy; Kumar Shreshtha; Marvin Lerousseau; Théophraste Henry; Théo Estienne; Marion Classe; Nikos Paragios; Vincent Grégoire; Eric Deutsch (COMPAY@MICCAI, 2021)

Exploring Deep Registration Latent Spaces. - Théo Estienne; Maria Vakalopoulou; Stergios Christodoulidis; Enzo Battistella; Théophraste Henry; Marvin Lerousseau; Amaury Leroy; Guillaume Chassagnon; Marie-Pierre Revel; Nikos Paragios; Eric Deutsch (DART/FAIR@MICCAI, 2021)

Weakly Supervised Pan-Cancer Segmentation Tool. - Marvin Lerousseau; Marion Classe; Enzo Battistella; Théo Estienne; Théophraste Henry; Amaury Leroy; Roger Sun; Maria Vakalopoulou; Jean-Yves Scoazec; Eric Deutsch; Nikos Paragios (MICCAI (8), 2021)

MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network. - Théo Estienne; Maria Vakalopoulou; Enzo Battistella; Théophraste Henry; Marvin Lerousseau; Amaury Leroy; Nikos Paragios; Eric Deutsch (CoRR, 2021)

End-to-End Multi-Slice-to-Volume Concurrent Registration and Multimodal Generation. - Amaury Leroy; Marvin Lerousseau; Théophraste Henry; Alexandre Cafaro; Nikos Paragios; Vincent Grégoire; Eric Deutsch (MICCAI (6), 2022)

X2Vision: 3D CT Reconstruction from Biplanar X-Rays with Deep Structure Prior. - Alexandre Cafaro; Quentin Spinat; Amaury Leroy; Pauline Maury; Alexandre Munoz; Guillaume Beldjoudi; Charlotte Robert; Eric Deutsch; Vincent Grégoire; Vincent Lepetit; Nikos Paragios (MICCAI (10), 2023)

StructuRegNet: Structure-Guided Multimodal 2D-3D Registration. - Amaury Leroy; Alexandre Cafaro; Grégoire Gessain; Anne Champagnac; Vincent Grégoire; Eric Deutsch; Vincent Lepetit; Nikos Paragios (MICCAI (10), 2023)

Bridging the Gap between Radiology and Biology with Deep Learning in Head and Neck Cancer. (Combler l'écart entre radiologie et biologie par apprentissage profond pour les cancers ORL). - Amaury Leroy (2023)

XSynthMorph: Generative-Guided Deformation for Unsupervised Ill-Posed Volumetric Recovery. - Alexandre Cafaro; Amaury Leroy; Guillaume Beldjoudi; Pauline Maury; Charlotte Robert; Eric Deutsch; Vincent Grégoire; Vincent Lepetit; Nikos Paragios (WBIR, 2024)

GuidedRec: Guiding Ill-Posed Unsupervised Volumetric Recovery. - Alexandre Cafaro; Amaury Leroy; Guillaume Beldjoudi; Pauline Maury; Charlotte Robert; Eric Deutsch; Vincent Grégoire; Vincent Lepetit; Nikos Paragios (CoRR, 2024)