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Isabelle Bloch

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SU, CNRS

Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer

Aug 22, 2023
Rebeca Vétil, Clément Abi-Nader, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch

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Decoupled conditional contrastive learning with variable metadata for prostate lesion detection

Aug 18, 2023
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch

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Weakly-supervised positional contrastive learning: application to cirrhosis classification

Jul 12, 2023
Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Pietro Gori, Isabelle Bloch

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Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation

May 11, 2023
Hugo Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr

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Morpho-logic from a Topos Perspective: Application to symbolic AI

Mar 08, 2023
Marc Aiguier, Isabelle Bloch, Salim Nibouche, Ramon Pino Perez

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Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies

Feb 16, 2023
Emma Sarfati, Alexandre Bone, Marc-Michel Rohe, Pietro Gori, Isabelle Bloch

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Model-based inexact graph matching on top of CNNs for semantic scene understanding

Jan 18, 2023
Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Rozenn Dahyot, Isabelle Bloch

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Anatomically constrained CT image translation for heterogeneous blood vessel segmentation

Oct 04, 2022
Giammarco La Barbera, Haithem Boussaid, Francesco Maso, Sabine Sarnacki, Laurence Rouet, Pietro Gori, Isabelle Bloch

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Morphological adjunctions represented by matrices in max-plus algebra for signal and image processing

Jul 28, 2022
Samy Blusseau, Santiago Velasco-Forero, Jesus Angulo, Isabelle Bloch

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Optimizing transformations for contrastive learning in a differentiable framework

Jul 27, 2022
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch

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