Fully automated epicardial adipose tissue volume quantification with deep learning and relationship with CAC score and micro/macrovascular complications in people living with type 2 diabetes: the multicenter EPIDIAB study
Gaborit, Bénédicte, Julla, Jean Baptiste, Fournel, Joris, Ancel, Patricia, Soghomonian, Astrid, Deprade, Camille, Lasbleiz, Adèle, Houssays, Marie, Ghattas, Badih, Gascon, Pierre, Righini, Maud, Matonti, Frédéric, Venteclef, Nicolas, Potier, Louis, Gautier, Jean François, Resseguier, Noémie, Bartoli, Axel, Mourre, Florian, Darmon, Patrice, Jacquier, Alexis, Dutour, Anne
Published in Cardiovascular diabetology (03.09.2024)
Published in Cardiovascular diabetology (03.09.2024)
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Journal Article
Automatic Deep-Learning Segmentation of Epicardial Adipose Tissue from Low-Dose Chest CT and Prognosis Impact on COVID-19
Bartoli, Axel, Fournel, Joris, Ait-Yahia, Léa, Cadour, Farah, Tradi, Farouk, Ghattas, Badih, Cortaredona, Sébastien, Million, Matthieu, Lasbleiz, Adèle, Dutour, Anne, Gaborit, Bénédicte, Jacquier, Alexis
Published in Cells (Basel, Switzerland) (18.03.2022)
Published in Cells (Basel, Switzerland) (18.03.2022)
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Journal Article
Value and prognostic impact of a deep learning segmentation model of COVID-19 lung lesions on low-dose chest CT
Bartoli, Axel, Fournel, Joris, Maurin, Arnaud, Marchi, Baptiste, Habert, Paul, Castelli, Maxime, Gaubert, Jean-Yves, Cortaredona, Sebastien, Lagier, Jean-Christophe, Million, Matthieu, Raoult, Didier, Ghattas, Badih, Jacquier, Alexis
Published in Research in Diagnostic and Interventional Imaging (Online) (01.03.2022)
Published in Research in Diagnostic and Interventional Imaging (Online) (01.03.2022)
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Journal Article
Medical image segmentation automatic quality control: A multi-dimensional approach
Fournel, Joris, Bartoli, Axel, Bendahan, David, Guye, Maxime, Bernard, Monique, Rauseo, Elisa, Khanji, Mohammed Y., Petersen, Steffen E., Jacquier, Alexis, Ghattas, Badih
Published in Medical image analysis (01.12.2021)
Published in Medical image analysis (01.12.2021)
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Journal Article
Left Ventricular Trabeculations at Cardiac MRI: Reference Ranges and Association with Cardiovascular Risk Factors in UK Biobank
Aung, Nay, Bartoli, Axel, Rauseo, Elisa, Cortaredona, Sebastien, Sanghvi, Mihir M, Fournel, Joris, Ghattas, Badih, Khanji, Mohammed Y, Petersen, Steffen E, Jacquier, Alexis
Published in Radiology (01.04.2024)
Published in Radiology (01.04.2024)
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Journal Article
Medical image segmentation automatic quality control: A multi-dimensional approach
Fournel, Joris, Bartoli, Axel, Bendahan, David, Guye, Maxime, Bernard, Monique, Rauseo, Elisa, Khanji, Mohammed, Petersen, Steffen, Jacquier, Alexis, Ghattas, Badih
Published in Medical image analysis (01.12.2021)
Published in Medical image analysis (01.12.2021)
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Journal Article
Deep Learning-based Automated Segmentation of Left Ventricular Trabeculations and Myocardium on Cardiac MR Images: A Feasibility Study
Bartoli, Axel, Fournel, Joris, Bentatou, Zakarya, Habib, Gilbert, Lalande, Alain, Bernard, Monique, Boussel, Loïc, Pontana, François, Dacher, Jean-Nicolas, Ghattas, Badih, Jacquier, Alexis
Published in Radiology. Artificial intelligence (01.01.2021)
Published in Radiology. Artificial intelligence (01.01.2021)
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Journal Article
Deep Learning for Semantic Segmentation
Benoit, Alexandre, Ghattas, Badih, Amri, Emna, Fournel, Joris, Lambert, Patrick
Published in Multi-Faceted Deep Learning (2021)
Published in Multi-Faceted Deep Learning (2021)
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Book Chapter