Combining Radiometric and Spatial Structural Information in a New Metric for Minimal Surface Segmentation. - Olivier Nempont; Jamal Atif; Elsa D. Angelini; Isabelle Bloch (IPMI, 2007)

Grafip: A Framework for the Representation of Healthy and Pathological Cerebral Information. - Jamal Atif; Céline Hudelot; Olivier Nempont; Nathalie Richard; Bénédicte Batrancourt; Elsa D. Angelini; Isabelle Bloch (ISBI, 2007)

A New Fuzzy Connectivity Class Application to Structural Recognition in Images. - Olivier Nempont; Jamal Atif; Enrico Angelini; Isabelle Bloch (DGCI, 2008)

Structure segmentation and recognition in images guided by structural constraint propagation. - Olivier Nempont; Jamal Atif; Elsa D. Angelini; Isabelle Bloch (ECAI, 2008)

A New Fuzzy Connectivity Measure for Fuzzy Sets. - Olivier Nempont; Jamal Atif; Elsa D. Angelini; Isabelle Bloch (J. Math. Imaging Vis., 2009)

Abdominal arteries recognition in x-ray using a structural model. - Olivier Nempont; Raoul Florent (Image Processing, 2010)

A constraint propagation approach to structural model based image segmentation and recognition. - Olivier Nempont; Jamal Atif; Isabelle Bloch (Inf. Sci., 2013)

Towards Interpretability of Segmentation Networks by Analyzing DeepDreams. - Vincent Couteaux; Olivier Nempont; Guillaume Pizaine; Isabelle Bloch (iMIMIC/ML-CDS@MICCAI, 2019)

Spectral CT Based Training Dataset Generation and Augmentation for Conventional CT Vascular Segmentation. - Pierre-Jean Lartaud; Aymeric Rouchaud; Jean-Michel Rouet; Olivier Nempont; Loïc Boussel (MICCAI (2), 2019)

Cooperating Networks To Enforce A Similarity Constraint In Paired But Unregistered Multimodal Liver Segmentation. - Vincent Couteaux; Mathilde Trintignac; Olivier Nempont; Guillaume Pizaine; Anna Sesilia Vlachomitrou; Pierre-Jean Valette; Laurent Milot; Isabelle Bloch (ISBI, 2021)

Spectral augmentation for heart chambers segmentation on conventional contrasted and unenhanced CT scans: an in-depth study. - Pierre-Jean Lartaud; David Hallé; Arnaud Schleef; Riham Dessouky; Anna Sesilia Vlachomitrou; Philippe Douek; Jean-Michel Rouet; Olivier Nempont; Loïc Boussel (Int. J. Comput. Assist. Radiol. Surg., 2021)

Comparing Deep Learning strategies for paired but unregistered multimodal segmentation of the liver in T1 and T2-weighted MRI. - Vincent Couteaux; Mathilde Trintignac; Olivier Nempont; Guillaume Pizaine; Anna Sesilia Vlachomitrou; Pierre-Jean Valette; Laurent Milot; Isabelle Bloch (CoRR, 2021)

CT-3DFlow : Leveraging 3D Normalizing Flows for Unsupervised Detection of Pathological Pulmonary CT scans. - Aissam Djahnine; Alexandre Popoff; Emilien Jupin-Delevaux; Vincent Cottin; Olivier Nempont; Loïc Boussel (CoRR, 2024)

CT-AGRG: Automated Abnormality-Guided Report Generation from 3D Chest CT Volumes. - Théo Di Piazza; Carole Lazarus; Olivier Nempont; Loïc Boussel (ISBI, 2025)

Imitating Radiological Scrolling: A Global-Local Attention Model for 3D Chest CT Volumes Multi-Label Anomaly Classification. - Théo Di Piazza; Carole Lazarus; Olivier Nempont; Loïc Boussel (CoRR, 2025)