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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: dehaene o. Nat Commun. 2021 Jan 27;12(1):634. doi: 10.1038/s41467-020-20657-4. Nat Commun. 2021. PMID: 33504775 Free PMC 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: dehaene o. 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: dehaene o. 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.