Hugues Talbot

Laboratoire

Centre de Vision Numérique

Mots cles

Vision par ordinateur, apprentissage automatique, optimisation

Publications (239)

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

Communication dans un congrès 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 , Hugues Talbot

Article dans une revue 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 Soufi , Masaki Takao , Hugues Talbot , Seiji Okada , Nobuhiko Sugano , Yoshinobu Sato , Hugues Talbot

01/12/2023

Elastica Energy Regularization via Graph Cuts

Daniel Martins Antunes , Jacques-Olivier Lachaud , Hugues Talbot , Hugues Talbot

Communication dans un congrès 03/10/2023

On the detection of Out-Of-Distribution samples in Multiple Instance Learning

Loïc Le Bescond , Maria Vakalopoulou , Stergios Christodoulidis , Fabrice André , Hugues Talbot , Maria Vakalopoulou , Stergios Christodoulidis , Hugues Talbot

Communication dans un congrès 01/10/2023

142P Correlating total tumor volume on CT-Scan and liquid biopsy ctDNA in 1017 patients with metastatic cancer: A novel study

Y. Belkouchi , L. Dawi , L. Lawrance , S. Ammari , D. Vasseur , F. Wirth , O. Gautier , Paul-Henry P.-H. Cournède , J. Hadchiti , C. David , F. Bidault , C. Balleyguier , M. Kind , Hugues Talbot , A. Italiano , N. Lassau , Paul-Henry Cournede , Hugues Talbot

Communication dans un congrès 01/10/2023

1022MO Predicting overall survival of patients with melanoma and NSCLC treated with immunotherapy using AI combining total tumor volume and tumor heterogeneity on CT-Scans

Lama Dawi , Samy Ammari , Younes Belkouchi , Joya Hadchiti , L. Lawrance , F. Wirth , Aline Bertin , S. Morer , N. Billet , Corinne Balleyguier , Paul-Henry Cournede , Hugues Talbot , Nathalie Lassau , Paul-Henry Cournede , Hugues Talbot

Communication dans un congrès 01/10/2023

MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume

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

Article dans une revue 07/09/2023

Synergic prognostic value of 3D CT scan subcutaneous fat and muscle masses for immunotherapy-treated cancer

Pierre Decazes , Samy Ammari , Younes Belkouchi , Léo Mottay , Littisha Lawrance , Antoine de Prévia , Hugues Talbot , Siham Farhane , Paul-Henry P.-H. Cournède , Aurélien Marabelle , Florian Guisier , David Planchard , Tony Ibrahim , Caroline Robert , Fabrice Barlesi , Pierre Vera , Nathalie Lassau , Hugues Talbot , Paul-Henry Cournede

Article dans une revue 24/07/2023

Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial

Fernanda Mosele , Elise Deluche , Amélie Lusque , Loïc Le Bescond , Thomas Filleron , Yoann Pradat , Agnes Ducoulombier , Barbara Pistilli , Thomas Bachelot , Frederic Viret , Christelle Levy , Nicolas Signolle , Alexia Alfaro , Diep T N Tran , Ingrid Judith Garberis , Hugues Talbot , Stergios Christodoulidis , Maria Vakalopoulou , Nathalie Droin , Aurelie Stourm , Hugues Talbot , Stergios Christodoulidis , Maria Vakalopoulou