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Deep learning predicts patients outcome and mutations from digitized histology slides in gastrointestinal stromal tumor.
Fu Y, Karanian M, Perret R, Camara A, Le Loarer F, Jean-Denis M, Hostein I, Michot A, Ducimetiere F, Giraud A, Courreges JB, Courtet K, Laizet Y, Bendjebbar E, Du Terrail JO, Schmauch B, Maussion C, Blay JY, Italiano A, Coindre JM. Fu Y, et al. Among authors: bendjebbar e. NPJ Precis Oncol. 2023 Jul 24;7(1):71. doi: 10.1038/s41698-023-00421-9. NPJ Precis Oncol. 2023. PMID: 37488222 Free PMC article.
Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer.
Ogier du Terrail J, Leopold A, Joly C, Béguier C, Andreux M, Maussion C, Schmauch B, Tramel EW, Bendjebbar E, Zaslavskiy M, Wainrib G, Milder M, Gervasoni J, Guerin J, Durand T, Livartowski A, Moutet K, Gautier C, Djafar I, Moisson AL, Marini C, Galtier M, Balazard F, Dubois R, Moreira J, Simon A, Drubay D, Lacroix-Triki M, Franchet C, Bataillon G, Heudel PE. Ogier du Terrail J, et al. Among authors: bendjebbar e. Nat Med. 2023 Jan;29(1):135-146. doi: 10.1038/s41591-022-02155-w. Epub 2023 Jan 19. Nat Med. 2023. PMID: 36658418
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: bendjebbar e. 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.
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: bendjebbar e. Nat Commun. 2021 Jan 27;12(1):634. doi: 10.1038/s41467-020-20657-4. Nat Commun. 2021. PMID: 33504775 Free PMC article.