Deep Learning–based Approach for Automated Assessment of Interstitial Lung Disease in Systemic Sclerosis on CT Images
Guillaume Chassagnon
,
Maria Vakalopoulou
,
Alexis Régent
,
Evangelia Zacharaki
,
Galit Aviram
,
et al.
Article dans une revue
hal-03133250v1
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Long-term evaluation of computed tomographic lung abnormalities in cystic fibrosis patients treated with ivacaftor
Guillaume Chassagnon
,
Dominique Hubert
,
Isabelle Fajac
,
Pierre-Régis Burgel
,
Marie-Pierre Revel
European CF Young Investigator Meeting , Feb 2016, Paris, France
Communication dans un congrès
hal-01416798v1
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Deep learning: definition and perspectives for thoracic imaging
Maria Vakalopoulou
,
Guillaume Chassagnon
,
Nikos Paragios
,
Marie-Pierre Revel
Article dans une revue
hal-02422513v1
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Elastic Registration–driven Deep Learning for Longitudinal Assessment of Systemic Sclerosis Interstitial Lung Disease at CT
Guillaume Chassagnon
,
Maria Vakalopoulou
,
Alexis Régent
,
Mihir Sahasrabudhe
,
Rafael Marini
,
et al.
Article dans une revue
hal-03134510v1
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Computed tomography imaging of non-small cell lung cancer
Guillaume Chassagnon
,
Souhail Bennani
,
Marie-Pierre Revel
Article dans une revue
hal-01416753v1
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Linear and Deformable Image Registration with 3D Convolutional Neural Networks
Stergios Christodoulidis
,
Mihir Sahasrabudhe
,
Maria Vakalopoulou
,
Guillaume Chassagnon
,
Marie-Pierre Revel
,
et al.
Reconstruction and Analysis of Moving Body Organs, 21th International Conference on Medical Image Computing and Computer Assisted Intervention 2018 , Sep 2018, Grenada, Spain
Communication dans un congrès
hal-01935607v1
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Strategies to safely rule out pulmonary embolism in COVID-19 outpatients: a multicenter retrospective study
Guillaume Chassagnon
,
Mostafa El Hajjam
,
Samia Boussouar
,
Marie-Pierre Revel
,
Ralph Khoury
,
et al.
Article dans une revue
hal-04436996v1
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Systemic air embolism depicted on systematic whole thoracic CT acquisition after percutaneous lung biopsy: Incidence and risk factors
Valérie Monnin-Bares
,
Guillaume Chassagnon
,
Hélène Vernhet-Kovacsik
,
Hamid Zarqane
,
Juliette Vanoverschelde
,
et al.
Article dans une revue
hal-02302626v1
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Deep patch-based priors under a fully convolutional encoder-decoder architecture for interstitial lung disease segmentation
Maria Vakalopoulou
,
Guillaume Chassagnon
,
Nikos Paragios
,
Marie-Pierre Revel
,
Evangelia I. Zacharaki
ISBI’18 - IEEE International Symposium on Biomedical Imaging , Apr 2018, Washington, D.C., United States
Communication dans un congrès
hal-01721714v1
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Computer-aided diagnosis (CAD) of subsolid nodules: Evaluation of a commercial CAD system
Joseph Benzakoun
,
Sébastien Bommart
,
Joël Coste
,
Guillaume Chassagnon
,
Mathieu Lederlin
,
et al.
Article dans une revue
hal-01416763v1
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Use of Elastic Registration in Pulmonary MRI for the Assessment of Pulmonary Fibrosis in Patients with Systemic Sclerosis
Guillaume Chassagnon
,
Charlotte Martin
,
Rafael Marini
,
Maria Vakalopoulou
,
Alexis Régent
,
et al.
Article dans une revue
hal-02422529v1
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Deep learning for lung disease segmentation on CT: Which reconstruction kernel should be used?
Trieu-Nghi Hoang-Thi
,
Maria Vakalopoulou
,
Stergios Christodoulidis
,
Nikos Paragios
,
Marie-Pierre Revel
,
et al.
Article dans une revue
hal-03539082v1
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AtlasNet: Multi-atlas Non-linear Deep Networks for Medical Image Segmentation
Maria Vakalopoulou
,
Guillaume Chassagnon
,
Norbert Bus
,
Rafael Marini Silva
,
Evangelia I. Zacharaki
,
et al.
International Conference on Medical Image Computing and Computer-Assisted Intervention , Sep 2018, Granada, Spain
Communication dans un congrès
hal-01958236v2
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Cumulative radiation dose after lung transplantation in patients with cystic fibrosis
I. Fitton
,
M.-P. Revel
,
P.-R. Burgel
,
A. Hernigou
,
V. Boussaud
,
et al.
Article dans une revue
hal-03486273v1
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Certification of Deep Learning Models for Medical Image Segmentation
Othmane Laousy
,
Alexandre Araujo
,
Guillaume Chassagnon
,
Nikos Paragios
,
Marie Pierre Revel
,
et al.
MICCAI 2023 - 26th International Conference on Medical Image Computing and Computer Assisted Intervention , Oct 2023, Vancouver (BC), Canada. pp.611-621,
⟨10.1007/978-3-031-43901-8_58⟩
Communication dans un congrès
hal-04388114v1
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Long-term computed tomographic changes in cystic fibrosis patients treated with ivacaftor
Guillaume Chassagnon
,
Dominique Hubert
,
Isabelle Fajac
,
Pierre-Régis Burgel
,
Marie-Pierre Revel
Article dans une revue
hal-01416766v1
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Artificial intelligence applications for thoracic imaging
Guillaume Chassagnon
,
Maria Vakalopoulou
,
Nikos Paragios
,
Marie-Pierre Revel
Article dans une revue
hal-02422501v1
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Tracheobronchial Branching Abnormalities: Lobe-based Classification Scheme
Guillaume Chassagnon
,
Baptiste Morel
,
Elodie Carpentier
,
Hubert Ducou Le Pointe
,
Dominique Sirinelli
Article dans une revue
hal-01416774v1
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Towards Better Certified Segmentation via Diffusion Models
Othmane Laousy
,
Alexandre Araujo
,
Guillaume Chassagnon
,
Marie-Pierre Revel
,
Siddharth Garg
,
et al.
UAI 2023 - The 39th Conference on Uncertainty in Artificial Intelligence - , Jul 2023, Pittsburgh (Pennsylvania), United States. pp.1185-1195
Communication dans un congrès
hal-04388219v1
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AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia
Guillaume Chassagnon
,
Maria Vakalopoulou
,
Enzo Battistella
,
Stergios Christodoulidis
,
Trieu-Nghi Hoang-Thi
,
et al.
Article dans une revue
hal-03133234v1
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