Hugues Talbot

Barbara Pistilli , Fernanda Mosele , Noemie Corcos , Livia Pierotti , Yoann Pradat , Magali Lacroix-Triki , Ghada Nachabeh , Alexia Alfaro , Cyril Catelain , Bastien Job , Fathia Mami-Chouaib , Severine Badel , Françoise Farace , Marianne Oulhen , Patricia Kannouche , Diep TN Tran , Nathalie Droin , Cecile Vicier , Jean Sebastien Frenel , Hugues Talbot , Maria Vakalopoulou , Stergios Christodoulidis

15/07/2025

Enhanced generative model evaluation with Clipped Density and Coverage

Bertrand thirion , Hugues Talbot

Communication at a conference 30/06/2025

A priori shape analysis for strand segmentation in tomographic images

Hafsa El Herichi , Arturo Mendoza , Yanneck Wielhorski , Stéphane Roux , Hugues Talbot

Article in a journal 01/06/2025

Robust automatic crater detection at all latitudes on Mars with Deep-learning

Martinez Leonard , François Andrieu , Frédéric Schmidt , Bentley Mark , Hugues Talbot

14/01/2025

SparseXMIL: Leveraging sparse convolutions for context-aware and memory-efficient classification of whole slide images in digital pathology

Marvin Lerousseau , Fabrice André , Hugues Talbot

Article in a journal 02/01/2025

Performance analysis of a deep-learning algorithm to detect the presence of inflammation in MRI of sacroiliac joints in patients with axial spondyloarthritis

Joeri Nicolaes , Evi Tselenti , Clementina Lopez-Medina , Antoine Feydy , Bengt Hoepken , Natasha de Peyrecave , Maxime Dougados , Hugues Talbot

Article in a journal 01/01/2025

Learning truly monotone operators with applications to nonlinear inverse problems

Audrey Repetti , Jean-Christophe Pesquet , Hugues Talbot

18/12/2024

Improved Physics-informed neural networks loss function regularization with a variance-based term

John M. Hanna , Irene E. Vignon-Clementel , Hugues Talbot

Article in a journal 01/11/2024

Liquid Biopsy versus CT: Comparison of Tumor Burden Quantification in 1065 Patients with Metastases

Lama Dawi , Littisha Lawrence , Othilie Gautier , Samy Ammari , Damien Vasseur , Felix Wirth , Joya Hadchiti , Salome Morer , Clemence David , François Bidault , Corinne Balleyguier , Michele Kind , Arnaud Bayle , Laila Belcaid , Mihaela Aldea , Claudio Nicotra , Arthur Geraud , Madona Sakkal , Felix Blanc-Durand , Hugues Talbot

The letter 10/10/2024

Method for determining whether an image of a person's face is suitable for use as an ID photograph

Manel Ben Youssef , Diop Maissa , Sylvain Lempereur , Menetrey Emile , Hugues Talbot

Communication at a conference 03/10/2024

3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation

Yi Gu , Yoshito Otake , Keisuke Uemura , Masaki Takao , Mazen Sufi , Seiji Okada , Nobuhiko Sugano , Yoshinobu Sato , Hugues Talbot

Communication at a conference 28/08/2024

Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image

Yi Gu , Yoshito Otake , Keisuke Uemura , Masaki Takao , Mazen Sufi , Seiji Okada , Nobuhiko Sugano , Yoshinobu Sato , Hugues Talbot

Communication at a conference 08/07/2024

Learning sperm cells part segmentation with class-specific data augmentation

Marcin Jankowski , Emila Lewandowska , Daniel Wesierski , Anna Jezierska , Hugues Talbot

Conference poster 15/05/2024

171P A deep learning model for breast cancer diagnosis from fine-needle aspiration cytology whole slide images

L. Le Bescond , V. Suciu , S. Christodoulidis , Mr. Vakalopoulou , R. Soufan , C. Balleyguier , S. Delaloge , F. André , Hugues Talbot

Article in a journal 01/05/2024

Imaging-guided prognostic score-based approach to assess the benefits of combotherapy versus monotherapy with immune checkpoint inhibitors in metastatic MSI-H colorectal cancer patients

Remy Barbe , Yves Menu , Romain Cohen , Clemence David , Michele Kind , Sana Harguem , Lama Dawi , Joya Hadchiti , Fatine Selhane , Nicolas Billet , Samy Ammari , Ambroise Bertin , Littisha Lawrence , Baptist Cervantes , Antoine Hollebecque , Corinne Balleyguier , Nathalie Lassau , Hugues Talbot

Article in a journal 01/03/2024

Detection and severity quantification of pulmonary embolism with 3D CT data using an automated deep learning-based artificial solution

Aissam Djahnine , Carole Lazarus , Mathieu Lederlin , Sébastien Mulé , Rafael Wiemker , Salim Si-Mohamed , Emilien Jupin-Delevaux , Olivier Nempont , Youssef Skandarani , Mathieu de Craene , Segbedji Goubalan , Caroline Raynaud , Amira Ben Afia , Clement Fabre , Gilbert Ferretti , Constance de Margerie , Pierre Berge , Renan Liberge , Nicolas Elbaz , Hugues Talbot

25/01/2024

Supervoxel based 3D diseased lung segmentation

Leo Stepien , Jean-Luc Dupire , Nicolas Billet , Lama Dawi , Felix Wirth , Nathalie Lassau , Hugues Talbot

25/01/2024

3D lung nodule segmentation from 2D annotations using morphological operations

Jean-Luc Dupire , Leo Stepien , Nicolas Billet , Lama Dawi , Felix Wirth , Nathalie Lassau , Hugues Talbot

18/01/2024

Performance Analysis of a Deep Learning Algorithm to Detect MRI Positive Sacroiliac Joints in Patients with Axial Spondyloarthritis According to the Assessment of SpondyloArthritis international Society 2009 Definition

Joeri Nicolaes , Evi Tselenti , Clementina Lopez-Medina , Antoine Feydy , Bengt Hoepken , Natasha de Peyrecave , Maxime Dougados , Hugues Talbot

Communication at a conference 08/01/2024

A foundation for exact binarized morphological neural networks

Hugues Talbot

Communication at a conference 01/01/2024

Convex optimization for binary tree-based transport networks

Raoul Sallé de Chou , Mohamed Ali Srir , Laurent Najman , Nicolas Passat , Irene Vignon-Clementel , Hugues Talbot

Article in a journal 01/01/2024

Detection and characterization of pancreatic lesion with artificial intelligence: The SFR 2023 artificial intelligence data challenge

Valerie Laurent , Paul Levant , Agnes Rode , Nina Brillat-Savarin , Penelope Gaillot , Christine Hoeffel , Eric Frampas , Maxime Barat , Roberta Russo , Mathilde Wagner , Magaly Zappa , Olivier Ernst , Anais Delagnes , Quentin Fillias , Lama Dawi , Céline Savoye-Collet , Pauline Copin , Paul Calame , Edouard Reizine , Hugues Talbot

Communication at a conference 01/01/2024

Finite Volume Informed Graph Neural Network for Myocardial Perfusion Simulation

Raoul Sallé de Chou , Matthew Sinclair , Sabrina Lynch , Nan Xiao , Laurent Najman , Irene E Vignon-Clementel , Hugues Talbot

01/12/2023

Elastica Energy Regularization via Graph Cuts

Daniel Martins Antunes , Jacques-Olivier Lachaud , Hugues Talbot

Article in a journal 01/12/2023

Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography

Yi Gu , Yoshito Otake , Keisuke Uemura , Mazen Sufi , Masaki Takao , Seiji Okada , Nobuhiko Sugano , Yoshinobu Sato , Hugues Talbot