Deep convolutional encoder-decoders for deltoid segmentation using healthy versus pathological learning transferability. - Pierre-Henri Conze; Christelle Pons; Valérie Burdin; Frances T. Sheehan; Sylvain Brochard (ISBI, 2019)

Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders. - Pierre-Henri Conze; Sylvain Brochard; Valérie Burdin; Frances T. Sheehan; Christelle Pons (Comput. Medical Imaging Graph., 2020)

Multi-Structure Deep Segmentation With Shape Priors And Latent Adversarial Regularization. - Arnaud Boutillon; Bhushan Borotikar; Christelle Pons; Valérie Burdin; Pierre-Henri Conze (ISBI, 2021)

Multi-task, Multi-domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets. - Arnaud Boutillon; Pierre-Henri Conze; Christelle Pons; Valérie Burdin; Bhushan Borotikar (MICCAI (1), 2021)

Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors. - Arnaud Boutillon; Pierre-Henri Conze; Christelle Pons; Valérie Burdin; Bhushan Borotikar (Medical Image Anal., 2022)

Semi-automatic muscle segmentation in MR images using deep registration-based label propagation. - Nathan Decaux; Pierre-Henri Conze; Juliette Ropars; Xinyan He; Frances T. Sheehan; Christelle Pons; Douraied Ben Salem; Sylvain Brochard; François Rousseau 002 (Pattern Recognit., 2023)

Towards a diagnostic tool for neurological gait disorders in childhood combining 3D gait kinematics and deep learning. - Zhengyang Lan; Mathieu Lempereur; Gwenael Gueret; Laetitia Houx; Marine Cacioppo; Christelle Pons; Johanne Mensah; Olivier Rémy-Néris; Abdeldjalil Aïssa-El-Bey; François Rousseau 002; Sylvain Brochard (Comput. Biol. Medicine, 2024)

LabelProp: A semi-automatic segmentation tool for 3D medical images. - Nathan Decaux; Pierre-Henri Conze; Juliette Ropars; Xinyan He; Frances T. Sheehan; Christelle Pons; Douraied Ben Salem; Sylvain Brochard; François Rousseau 002 (J. Open Source Softw., 2025)