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Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients.
Lassau N, Ammari S, Chouzenoux E, Gortais H, Herent P, Devilder M, Soliman S, Meyrignac O, Talabard MP, Lamarque JP, Dubois R, Loiseau N, Trichelair P, Bendjebbar E, Garcia G, Balleyguier C, Merad M, Stoclin A, Jegou S, Griscelli F, Tetelboum N, Li Y, Verma S, Terris M, Dardouri T, Gupta K, Neacsu A, Chemouni F, Sefta M, Jehanno P, Bousaid I, Boursin Y, Planchet E, Azoulay M, Dachary J, Brulport F, Gonzalez A, Dehaene O, Schiratti JB, Schutte K, Pesquet JC, Talbot H, Pronier E, Wainrib G, Clozel T, Barlesi F, Bellin MF, Blum MGB. Lassau N, et al. Among authors: jegou s. Nat Commun. 2021 Jan 27;12(1):634. doi: 10.1038/s41467-020-20657-4. Nat Commun. 2021. PMID: 33504775 Free PMC article.
Abdominal musculature segmentation and surface prediction from CT using deep learning for sarcopenia assessment.
Blanc-Durand P, Schiratti JB, Schutte K, Jehanno P, Herent P, Pigneur F, Lucidarme O, Benaceur Y, Sadate A, Luciani A, Ernst O, Rouchaud A, Creze M, Dallongeville A, Banaste N, Cadi M, Bousaid I, Lassau N, Jegou S. Blanc-Durand P, et al. Among authors: jegou s. Diagn Interv Imaging. 2020 Dec;101(12):789-794. doi: 10.1016/j.diii.2020.04.011. Epub 2020 May 22. Diagn Interv Imaging. 2020. PMID: 32451309 Free article.
Detection and characterization of MRI breast lesions using deep learning.
Herent P, Schmauch B, Jehanno P, Dehaene O, Saillard C, Balleyguier C, Arfi-Rouche J, Jégou S. Herent P, et al. Among authors: jegou s. Diagn Interv Imaging. 2019 Apr;100(4):219-225. doi: 10.1016/j.diii.2019.02.008. Epub 2019 Mar 26. Diagn Interv Imaging. 2019. PMID: 30926444 Free article.
Diagnosis of focal liver lesions from ultrasound using deep learning.
Schmauch B, Herent P, Jehanno P, Dehaene O, Saillard C, Aubé C, Luciani A, Lassau N, Jégou S. Schmauch B, et al. Among authors: jegou s. Diagn Interv Imaging. 2019 Apr;100(4):227-233. doi: 10.1016/j.diii.2019.02.009. Epub 2019 Mar 27. Diagn Interv Imaging. 2019. PMID: 30926443 Free article.
Fully automatic segmentation of diffuse large B cell lymphoma lesions on 3D FDG-PET/CT for total metabolic tumour volume prediction using a convolutional neural network.
Blanc-Durand P, Jégou S, Kanoun S, Berriolo-Riedinger A, Bodet-Milin C, Kraeber-Bodéré F, Carlier T, Le Gouill S, Casasnovas RO, Meignan M, Itti E. Blanc-Durand P, et al. Among authors: jegou s. Eur J Nucl Med Mol Imaging. 2021 May;48(5):1362-1370. doi: 10.1007/s00259-020-05080-7. Epub 2020 Oct 24. Eur J Nucl Med Mol Imaging. 2021. PMID: 33097974
168 results