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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: schiratti jb. Nat Commun. 2021 Jan 27;12(1):634. doi: 10.1038/s41467-020-20657-4. Nat Commun. 2021. PMID: 33504775 Free PMC article.
An artificial intelligence model predicts the survival of solid tumour patients from imaging and clinical data.
Schutte K, Brulport F, Harguem-Zayani S, Schiratti JB, Ghermi R, Jehanno P, Jaeger A, Alamri T, Naccache R, Haddag-Miliani L, Orsi T, Lamarque JP, Hoferer I, Lawrance L, Benatsou B, Bousaid I, Azoulay M, Verdon A, Bidault F, Balleyguier C, Aubert V, Bendjebbar E, Maussion C, Loiseau N, Schmauch B, Sefta M, Wainrib G, Clozel T, Ammari S, Lassau N. Schutte K, et al. Among authors: schiratti jb. Eur J Cancer. 2022 Oct;174:90-98. doi: 10.1016/j.ejca.2022.06.055. Epub 2022 Aug 16. Eur J Cancer. 2022. PMID: 35985252 Free 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: schiratti jb. 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.