Hugues Talbot

Laboratoire

CVN

Mots cles

Vision par ordinateur, apprentissage automatique, optimisation

Publications (257)

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 , Yves Menu , Romain Cohen , Clemence 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 , Nathalie Lassau , 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 , Amira Ben Afia , Clement Fabre , Gilbert Ferretti , Constance de Margerie , Pierre Berge , Renan Liberge , Nicolas Elbaz , 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

25/01/2024

Supervoxel based 3D diseased lung segmentation

Leo Stepien , Jean-Luc Dupire , 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 López-Medina , Antoine Feydy , Bengt Hoepken , Natasha de Peyrecave , Maxime Dougados , Hugues Talbot

Communication dans un congrès 08/01/2024

A foundation for exact binarized morphological neural networks

Hugues Talbot

Communication dans un congrès 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

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

Article dans une revue 01/01/2024

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

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

01/12/2023

Elastica Energy Regularization via Graph Cuts

Daniel Martins Antunes , Jacques-Olivier Lachaud , 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 , Seiji Okada , Nobuhiko Sugano , Yoshinobu Sato , Hugues Talbot

Communication dans un congrès 03/10/2023

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

Fabrice André , Maria Vakalopoulou , Stergios Christodoulidis , 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 , Seiji Okada , Nobuhiko Sugano , Yoshinobu Sato , 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 , 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 , Joya Hadchiti , L. Lawrance , F. Wirth , Aline Bertin , S. Morer , N. Billet , Corinne Balleyguier , Nathalie Lassau , Paul-Henry Cournede , 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 , Léo Mottay , Littisha Lawrance , Antoine de Prévia , 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 , Amelie Lusque , 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 , Nathalie Droin , Aurelie Stourm , Hugues Talbot , Stergios Christodoulidis , Maria Vakalopoulou

Communication dans un congrès 15/06/2023

OpenCCO : Une implémentation de l’algorithme CCO pour la construction d’arbres vasculaires 2D et 3D

Bertrand Kerautret , Phuc Ngo , Nicolas Passat , Clara Jaquet , Adam Germain , Hugues Talbot

Communication dans un congrès 31/05/2023

POS0341 PERFORMANCE ANALYSIS OF A DEEP LEARNING ALGORITHM TO DETECT POSITIVE SIJ MRI ACCORDING TO THE ASAS DEFINITION IN AXSPA PATIENTS

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

Article dans une revue 14/04/2023

Better than RECIST and Faster than iRECIST: Defining the Immunotherapy Progression Decision Score to Better Manage Progressive Tumors on Immunotherapy

Nathalie Lassau , Littisha Lawrance , Siham Farhane , Rahma Feki-Mkaouar , Joya Hadchiti , Lama Dawi , Julien Vibert , Clara Cousteix , Camille Mazza , Michele Kind , Antoine Italiano , Aurélien Marabelle , Samy Ammari , Stephane Champiat , Hugues Talbot , Paul-Henry Cournede

Article dans une revue 01/04/2023

A deep learning model for the diagnosis of sacroiliitis according to Assessment of SpondyloArthritis International Society classification criteria with magnetic resonance imaging

Adrien Bordner , Clementina Lopez Medina , Sisi Yang , Anna Molto , Maxime Dougados , Antoine Feydy , Hugues Talbot

Article dans une revue 01/01/2023

OpenCCO: An Implementation of Constrained Constructive Optimization for Generating 2D and 3D Vascular Trees

Bertrand Kerautret , Phuc Ngo , Nicolas Passat , Clara Jaquet , Hugues Talbot

Article dans une revue 01/01/2023

Generative adversarial networks (GAN)-based data augmentation of rare liver cancers: The SFR 2021 Artificial Intelligence Data Challenge

Sébastien Mulé , Littisha Lawrance , Valérie Vilgrain , Maité Lewin , Hervé Trillaud , Christine Hoeffel , Valérie Laurent , Samy Ammari , Eric Morand , Orphee Faucoz , Anne Cotten , Jean-François Meder , Alain Luciani , Nathalie Lassau , Arthur Tenenhaus , Hugues Talbot

Communication dans un congrès 20/10/2022

Incrementally semi-supervised classification of arthritis inflammation on a clinical dataset

Clementina López-Medina , Charlotte Martin-Peltier , Adrien Bordner , Sisi Yang , Anna Molto , Maxime Dougados , Antoine Feydy , Hugues Talbot

Communication dans un congrès 18/10/2022

Coronary artery centerline tracking with the Morphological Skeleton Loss

Mario Viti , Bassam Abdallah , Etienne Perot , Nicolas Gogin , Hugues Talbot

Communication dans un congrès 18/10/2022

Binary morphological neural network

Hugues Talbot

Article dans une revue 17/10/2022

Toward semi-automatic biologically effective dose treatment plan optimisation for Gamma Knife radiosurgery

Thomas Klinge , Ian Paddick , Sébastien Ourselin , Jamie R Mcclelland , Marc Modat , Hugues Talbot

Article dans une revue 01/10/2022

ZeBraInspector, a platform for the automated segmentation and analysis of body and brain volumes in whole 5 days post-fertilization zebrafish following simultaneous visualization with identical orientations

Sylvain Lempereur , Elodie Machado , Fabrice Licata , Matthieu Simion , Lilian Buzer , Isabelle Robineau , Julien Hémon , Payel Banerjee , Noémie de Crozé , Marc Léonard , Pierre Affaticati , Jean-Stéphane Joly , Hugues Talbot

Poster de conférence 09/09/2022

Better than RECIST and faster than iRECIST: defining the Immunotherapy Progression Decision score to better manage progressive tumors on immunotherapy

Nathalie Lassau , Littisha Lawrance , Siham Farhane , Rahma Feki-Mkaouar , Julien Vibert , Paul-Henry P.-H. Cournède , Clara Cousteix , Camille Mazza , Aurélien Marabelle , Samy Ammari , Stephane Champiat , Hugues Talbot , Paul-Henry Cournede

Article dans une revue 01/09/2022

Better than RECIST and faster than iRECIST: Defining the immunotherapy progression decision score to better manage progressive tumors on immunotherapy

Nathalie Lassau , L. Lawrance , S. Farhane , R. Feki-Mkaouar , J. Vibert , Paul-Henry P.-H. Cournède , A. Marabelle , S. Ammari , S. Champiat , Hugues Talbot , Paul-Henry Cournede