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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
et al.
IEEE ISBI, Apr 2023, Cartagena de Indias, Colombia
Conference papers
hal-03993204v1
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CONTRASTIVE LEARNING FOR REGRESSION IN MULTI-SITE BRAIN AGE PREDICTION
Carlo Alberto Barbano
,
Benoit Dufumier
,
Edouard Duchesnay
,
Marco Grangetto
,
Pietro Gori
et al.
IEEE ISBI (International Symposium on Biomedical Imaging ), Apr 2023, Cartagena de Indias, Colombia
Conference papers
hal-03993158v1
|
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Unbiased Supervised Contrastive Learning
Carlo Alberto Barbano
,
Benoit Dufumier
,
Enzo Tartaglione
,
Marco Grangetto
,
Pietro Gori
et al.
ICLR, May 2023, Kigali, Rwanda
Conference papers
hal-03993128v1
|
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Hair Color Digitization through Imaging and Deep Inverse Graphics
Robin Kips
,
Panagiotis-Alexandros Bokaris
,
Matthieu Perrot
,
Pietro Gori
,
Isabelle Bloch
et al.
Electronic Imaging (EI), Jan 2022, Virtual, France
Conference papers
hal-03561209v1
|
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IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?
Mateus Riva
,
Pietro Gori
,
Florian Yger
,
Isabelle Bloch
International Conference on Image Processing, Oct 2022, Bordeaux, France
Conference papers
hal-03715361v1
|
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Anatomically constrained CT image translation for heterogeneous blood vessel segmentation
Giammarco La Barbera
,
Haithem Boussaid
,
Francesco Maso
,
Sabine Sarnacki
,
Laurence Rouet
et al.
BMVC 2022 - The 33rd British Machine Vision Conference, Nov 2022, London, United Kingdom
Conference papers
hal-03797472v1
|
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Improving The Automatic Segmentation Of Elongated Organs Using Geometrical Priors
Rebeca Vétil
,
Alexandre Bône
,
Marie-Pierre Vullierme
,
Marc-Michel Rohé
,
Pietro Gori
et al.
IEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Mar 2022, Kolkata, India
Conference papers
hal-03628860v1
|
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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
et al.
Conference papers
hal-03800705v1
|
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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
Conference papers
hal-03923736v1
|
|
Weighted Metamorphosis for registration of images with different topologies
Anton François
,
Matthis Maillard
,
Catherine Oppenheim
,
Johan Pallud
,
Isabelle Bloch
et al.
Conference papers
hal-03971473v1
|
|
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
Conference papers
hal-03761521v1
|
|
A Deep Residual Learning Implementation of Metamorphosis
Matthis Maillard
,
Anton François
,
Joan Glaunès
,
Isabelle Bloch
,
Pietro Gori
et al.
IEEE ISBI 2022, Mar 2022, Kolkata, India
Conference papers
hal-03552709v1
|
|
Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification
Benoit Dufumier
,
Pietro Gori
,
Julie Victor
,
Antoine Grigis
,
Michel Wessa
et al.
MICCAI, Sep 2021, Strasbourg (virtuel), France
Conference papers
hal-03262256v1
|
|
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
et al.
Conference papers
hal-03131980v1
|
|
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example
Robin Kips
,
Ruowei Jiang
,
Sileye Ba
,
Edmund Phung
,
Parham Aarabi
et al.
CVPR Workshop Computer Vision for Fashion Art and Design, Jun 2021, Nashville (Virtual), United States
Conference papers
hal-03261346v1
|
|
Metamorphic image registration using a semi-Lagrangian scheme
Anton François
,
Pietro Gori
,
Joan Glaunès
GSI2021 - Geometric Science of Information, Jul 2021, Paris, France
Conference papers
hal-03225754v1
|
|
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning
Robin Louiset
,
Pietro Gori
,
Benoit Dufumier
,
Josselin Houenou
,
Antoine Grigis
et al.
ECML/PKDD, Sep 2021, Bilbao, Spain
Conference papers
hal-03277176v1
|
|
Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels
Benoit Dufumier
,
Pietro Gori
,
Julie Victor
,
Antoine Grigis
,
Edouard Duchesnay
et al.
Med-NeurIPS - Workshop NeurIPS, Dec 2021, Vancouver, Canada
Conference papers
hal-03523114v1
|
|
Knowledge distillation from multi-modal to mono-modal segmentation networks
Minhao Hu
,
Matthis Maillard
,
Ya Zhang
,
Tommaso Ciceri
,
Giammarco La Barbera
et al.
MICCAI, Oct 2020, Lima, Peru. pp.772-781
Conference papers
hal-02899529v1
|
|
QFib: Fast and Accurate Compression of White Matter Tractograms
Sylvain Rousseau
,
Corentin Mercier
,
Pietro Gori
,
Isabelle Bloch
,
Tamy Boubekeur
et al.
Human Brain Mapping, 2019, Rome, Italy
Conference papers
hal-02288567v1
|
|
Fast and Scalable Optimal Transport for Brain Tractograms
Jean Feydy
,
Pierre Roussillon
,
Alain Trouvé
,
Pietro Gori
MICCAI 2019, Oct 2019, Shenzhen, China
Conference papers
hal-02264177v1
|
|
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
et al.
Human Brain Mapping, 2019, Rome, Italy
Conference papers
hal-02288082v1
|
|
Appariement difféomorphique robuste de faisceaux neuronaux
Pierre Roussillon
,
Jean-Marc Thiery
,
Isabelle Bloch
,
Pietro Gori
GRETSI 2019, Aug 2019, Lille, France
Conference papers
hal-02264180v1
|
|
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
et al.
Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Conference papers
hal-02934231v1
|
|
White matter multi-resolution segmentation using fuzzy set theory
Alessandro Delmonte
,
Corentin Mercier
,
Johan Pallud
,
Isabelle Bloch
,
Pietro Gori
et al.
ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy
Conference papers
hal-01983010v2
|
|
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
Conference papers
hal-02412367v1
|
|
Clinica: an open source software platform for reproducible clinical neuroscience studies
Alexandre Routier
,
Jérémy Guillon
,
Ninon Burgos
,
Jorge Samper-Gonzalez
,
Junhao Wen
et al.
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapore, Singapore
Conference papers
hal-01760658v1
|
|
Progressive and Efficient Multi-Resolution Representations for Brain Tractograms
Corentin Mercier
,
Pietro Gori
,
D. Rohmer
,
Marie-Paule Cani
,
T Boubekeur
et al.
Eurographics Workshop on Visual Computing for Biology and Medicine (EG VCBM), Sep 2018, Granada, Spain
Conference papers
hal-01865128v1
|
|
Segmentation of White Matter Tractograms Using Fuzzy Spatial Relations
Alessandro Delmonte
,
Isabelle Bloch
,
Dominique Hasboun
,
Corentin Mercier
,
Johan Pallud
et al.
Organization for Human Brain Mapping, Jun 2018, Singapore, Singapore
Conference papers
hal-01744267v1
|
|
A Prototype Representation to Approximate White Matter Bundles with Weighted Currents
Pietro Gori
,
Olivier Colliot
,
Linda Marrakchi-Kacem
,
Yulia Worbe
,
Fabrizio de Vico Fallani
et al.
MICCAI 2014 - 17th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2014, Boston, United States
Conference papers
hal-01010702v1
|
|
Towards joint morphometry of white matter tracts and gray matter surfaces
Pietro Gori
,
Olivier Colliot
,
Yulia Worbe
,
Linda Marrakchi-Kacem
,
Sophie Lecomte
et al.
Human Brain Mapping, 2013, Seattle, United States
Conference papers
hal-00816138v1
|