|
Apprendre à diagnostiquer la cirrhose à l'aide de méthodes de pré-entraînement faiblement et auto-supervisées
Emma Sarfati
,
Alexandre Bône
,
Marc-Michel Rohé
,
Pietro Gori
,
Isabelle Bloch
Journées Francophones de Radiologie, Oct 2023, Paris, France
Communication dans un congrès
hal-04480765v1
|
|
Weakly-supervised positional contrastive learning: application to cirrhosis classification
Emma Sarfati
,
Alexandre Bône
,
Marc-Michel Rohé
,
Pietro Gori
,
Isabelle Bloch
26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023,, Oct 2023, Vancouver, Canada
Communication dans un congrès
hal-04157998v2
|
|
Decoupled conditional contrastive learning with variable metadata for prostate lesion detection
Camille Ruppli
,
Pietro Gori
,
Roberto Ardon
,
Isabelle Bloch
MILLanD - MICCAI Workshop, Oct 2023, Vancouver, Canada
Communication dans un congrès
hal-04183841v1
|
|
Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies
Emma Sarfati
,
Alexandre Bone
,
Marc-Michel Rohe
,
Pietro Gori
,
Isabelle Bloch
IEEE ISBI, Apr 2023, Cartagena de Indias, Colombia
Communication dans un congrès
hal-03993204v1
|
|
Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer
Rebeca Vétil
,
Clément Abi Nader
,
Alexandre Bône
,
Marie-Pierre Vullierme
,
Marc-Michel Rohe
Cancer Prevention through early detecTion - CaPTion workshop @ MICCAI2023, Oct 2023, Vancouver, Canada
Communication dans un congrès
hal-04185207v1
|
|
Optimizing transformations for contrastive learning in a differentiable framework
Camille Ruppli
,
Pietro Gori
,
Roberto Ardon
,
Isabelle Bloch
Medical Image Learning with Limited & Noisy Data - MILLanD (Workshop MICCAI), Sep 2022, Singapore, Singapore
Communication dans un congrès
hal-03761521v1
|
|
A Deep Residual Learning Implementation of Metamorphosis
Matthis Maillard
,
Anton François
,
Joan Glaunès
,
Isabelle Bloch
,
Pietro Gori
IEEE ISBI 2022, Mar 2022, Kolkata, India
Communication dans un congrès
hal-03552709v1
|
|
Le Réseau U-Net Exploite-t-il des Relations Directionnelles Entre Objets pour les Segmenter et les Reconnaître ?
Mateus Riva
,
Pietro Gori
,
Florian Yger
,
Isabelle Bloch
28e Colloque sur le Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France
Communication dans un congrès
hal-03923736v1
|
|
Weighted Metamorphosis for registration of images with different topologies
Anton François
,
Matthis Maillard
,
Catherine Oppenheim
,
Johan Pallud
,
Isabelle Bloch
Communication dans un congrès
hal-03971473v1
|
|
Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection
Rebeca Vétil
,
Clément Abi Nader
,
Alexandre Bône
,
Marie-Pierre Vullierme
,
Marc-Michel Rohé
Communication dans un congrès
hal-03800705v1
|
|
Hair Color Digitization through Imaging and Deep Inverse Graphics
Robin Kips
,
Panagiotis-Alexandros Bokaris
,
Matthieu Perrot
,
Pietro Gori
,
Isabelle Bloch
Electronic Imaging (EI), Jan 2022, Virtual, France
Communication dans un congrès
hal-03561209v1
|
|
Anatomically constrained CT image translation for heterogeneous blood vessel segmentation
Giammarco La Barbera
,
Haithem Boussaid
,
Francesco Maso
,
Sabine Sarnacki
,
Laurence Rouet
BMVC 2022 - The 33rd British Machine Vision Conference, Nov 2022, London, United Kingdom
Communication dans un congrès
hal-03797472v1
|
|
Improving The Automatic Segmentation Of Elongated Organs Using Geometrical Priors
Rebeca Vétil
,
Alexandre Bône
,
Marie-Pierre Vullierme
,
Marc-Michel Rohé
,
Pietro Gori
IEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Mar 2022, Kolkata, India
Communication dans un congrès
hal-03628860v1
|
|
IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?
Mateus Riva
,
Pietro Gori
,
Florian Yger
,
Isabelle Bloch
International Conference on Image Processing, Oct 2022, Bordeaux, France
Communication dans un congrès
hal-03715361v1
|
|
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example
Robin Kips
,
Ruowei Jiang
,
Sileye Ba
,
Edmund Phung
,
Parham Aarabi
CVPR Workshop Computer Vision for Fashion Art and Design, Jun 2021, Nashville (Virtual), United States
Communication dans un congrès
hal-03261346v1
|
|
Automatic size and pose homogenization with Spatial Transformer Network to improve and accelerate pediatric segmentation
Giammarco La Barbera
,
Pietro Gori
,
Haithem Boussaid
,
Bruno Belucci
,
Alessandro Delmonte
Communication dans un congrès
hal-03131980v1
|
|
Knowledge distillation from multi-modal to mono-modal segmentation networks
Minhao Hu
,
Matthis Maillard
,
Ya Zhang
,
Tommaso Ciceri
,
Giammarco La Barbera
MICCAI, Oct 2020, Lima, Peru. pp.772-781
Communication dans un congrès
hal-02899529v1
|
|
Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI Using Transfer Learning
Giammarco La Barbera
,
Isabelle Bloch
,
Gonzalo Barraza
,
Catherine Adamsbaum
,
Pietro Gori
Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Communication dans un congrès
hal-02934231v1
|
|
White matter multi-resolution segmentation using fuzzy set theory
Alessandro Delmonte
,
Corentin Mercier
,
Johan Pallud
,
Isabelle Bloch
,
Pietro Gori
ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy
Communication dans un congrès
hal-01983010v2
|
|
QFib: Fast and Accurate Compression of White Matter Tractograms
Sylvain Rousseau
,
Corentin Mercier
,
Pietro Gori
,
Isabelle Bloch
,
Tamy Boubekeur
Human Brain Mapping, 2019, Rome, Italy
Communication dans un congrès
hal-02288567v1
|
|
Nervous System Exploration Using Tractography To Enhance Pelvic Surgery
Cécile Muller
,
Alessandro Delmonte
,
Pierre Meignan
,
Quoc Peyrot
,
Alessio Virzi
Surgetica, 2019, Rennes, France
Communication dans un congrès
hal-02288083v1
|
|
Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI using Transfer Learning
Giammarco La Barbera
,
Isabelle Bloch
,
Gonzalo Barraza
,
Catherine Adamsbaum
,
Pietro Gori
Human Brain Mapping, 2019, Rome, Italy
Communication dans un congrès
hal-02288082v1
|
|
Appariement difféomorphique robuste de faisceaux neuronaux
Pierre Roussillon
,
Jean-Marc Thiery
,
Isabelle Bloch
,
Pietro Gori
GRETSI 2019, Aug 2019, Lille, France
Communication dans un congrès
hal-02264180v1
|
|
Progressive and Efficient Multi-Resolution Representations for Brain Tractograms
Corentin Mercier
,
Pietro Gori
,
D. Rohmer
,
Marie-Paule Cani
,
T Boubekeur
Eurographics Workshop on Visual Computing for Biology and Medicine (EG VCBM), Sep 2018, Granada, Spain
Communication dans un congrès
hal-01865128v1
|
|
Segmentation of pelvic vessels in pediatric MRI using a patch-based deep learning approach
Alessio Virzi
,
Pietro Gori
,
Cécile Muller
,
Eva Mille
,
Quoc Peyrot
PIPPI MICCAI Workshop, 2018, Granada, Spain. pp.97-106
Communication dans un congrès
hal-02287946v1
|
|
Segmentation of White Matter Tractograms Using Fuzzy Spatial Relations
Alessandro Delmonte
,
Isabelle Bloch
,
Dominique Hasboun
,
Corentin Mercier
,
Johan Pallud
Organization for Human Brain Mapping, Jun 2018, Singapore, Singapore
Communication dans un congrès
hal-01744267v1
|
|
Analysis of the sacral plexus anatomy using diffusion tensor MRI based neurotractography, according to spinal dysraphism, sacral anomaly and type of anorectal malformation
Cécile Muller
,
Alessio Virzi
,
Jean-Baptiste Marret
,
Eva Mille
,
C Cretolle
19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Communication dans un congrès
hal-02287843v1
|
|
Appraisal of sacral nerve injury by pelvic neurotractography after robotic surgery for a sacral neurofibroma in a 12 years old girl
Eva Mille
,
Cécile Muller
,
Alessio Virzi
,
Pietro Gori
,
Jean-Baptiste Marret
19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Communication dans un congrès
hal-02287841v1
|
|
Segmentation of pelvic vessels in pediatric MRI using a patch based learning approach
Alessio Virzi
,
Pietro Gori
,
Cécile Muller
,
Eva Mille
,
Quoc Peyrot
Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), 2018, Paris, France. pp.617
Communication dans un congrès
hal-02287947v1
|
|
3D patient specific models from MRI segmentation and tractography to enhance surgery planning of pelvic tumors and malformations
Cécile Muller
,
Alessio Virzi
,
Jean-Baptiste Marret
,
Eva Mille
,
Laureline Berteloot
19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Communication dans un congrès
hal-02287840v1
|
|
Segmentation automatique des ovaires et des follicules en IRM pour le calcul de la volumétrie ovarienne et le comptage folliculaire
Maxime Fondin
,
Pietro Gori
,
Catherine Adamsbaum
,
Isabelle Bloch
Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), Oct 2018, Paris, France. pp.952
Communication dans un congrès
hal-02412367v1
|
|
Towards building 3D individual models from MRI segmentation and tractography to enhance surgical planning for pediatric pelvic tumors and malformations
Cécile Muller
,
Alessio Virzi
,
Jean-Baptiste Marret
,
Eva Mille
,
Laureline Berteloot
Surgetica 2017, 2017, Strasbourg, France. pp.113-115
Communication dans un congrès
hal-02287613v1
|