Hugues Talbot

Laboratoire

Centre de Vision Numérique

Mots cles

Vision par ordinateur, apprentissage automatique, optimisation

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Publications (239)

Communication dans un congrès 08/07/2024

Learning sperm cells part segmentation with class-specific data augmentation

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

Poster de conférence 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 , M. Vakalopoulou , Hugues Talbot , R. Soufan , C. Balleyguier , S. Delaloge , F. André , Hugues Talbot

Article dans une revue 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

Rémy Barbe , Younes Belkouchi , Yves Menu , Romain Cohen , Clémence David , Michele Kind , Sana Harguem , Lama Dawi , Joya Hadchiti , Fatine Selhane , Nicolas Billet , Samy Ammari , Ambroise Bertin , Littisha Lawrance , Baptiste Cervantes , Antoine Hollebecque , Corinne Balleyguier , Paul-Henry Cournede , Hugues Talbot , Nathalie Lassau , Hugues Talbot

Article dans une revue 30/03/2024

Learning truly monotone operators with applications to nonlinear inverse problems

Younes Belkouchi , Jean-Christophe Pesquet , Audrey Repetti , Hugues Talbot , Jean-Christophe Pesquet , Hugues Talbot

Article dans une revue 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 , Younes Belkouchi , Amira Ben Afia , Clement Fabre , Gilbert Ferretti , Constance de Margerie , Pierre Bergé , Renan Liberge , Nicolas Elbaz , Hugues Talbot

25/01/2024

Supervoxel based 3D diseased lung segmentation

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

25/01/2024

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

Jean-Luc Dupire , Younes Belkouchi , Leo Stepien , Nicolas Billet , Lama Dawi , Felix Wirth , Nathalie Lassau , Hugues Talbot , 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 , Théodore Aouad , Clementina López-Medina , Antoine Feydy , Hugues Talbot , Bengt Hoepken , Natasha de Peyrecave , Maxime Dougados , Hugues Talbot

Communication dans un congrès 08/01/2024

A foundation for exact binarized morphological neural networks

Théodore Aouad , Hugues Talbot , Hugues Talbot

Article dans une revue 01/01/2024

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

Théodore Aouad , Valérie Laurent , Paul Levant , Agnes Rode , Nina Brillat-Savarin , Pénélope 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