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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: schmauch b. 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.
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: schmauch b. 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.
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: schmauch b. Nat Med. 2023 Jan;29(1):135-146. doi: 10.1038/s41591-022-02155-w. Epub 2023 Jan 19. Nat Med. 2023. PMID: 36658418
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: schmauch b. 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.
Predicting Survival After Hepatocellular Carcinoma Resection Using Deep Learning on Histological Slides.
Saillard C, Schmauch B, Laifa O, Moarii M, Toldo S, Zaslavskiy M, Pronier E, Laurent A, Amaddeo G, Regnault H, Sommacale D, Ziol M, Pawlotsky JM, Mulé S, Luciani A, Wainrib G, Clozel T, Courtiol P, Calderaro J. Saillard C, et al. Among authors: schmauch b. Hepatology. 2020 Dec;72(6):2000-2013. doi: 10.1002/hep.31207. Hepatology. 2020. PMID: 32108950
Pacpaint: a histology-based deep learning model uncovers the extensive intratumor molecular heterogeneity of pancreatic adenocarcinoma.
Saillard C, Delecourt F, Schmauch B, Moindrot O, Svrcek M, Bardier-Dupas A, Emile JF, Ayadi M, Rebours V, de Mestier L, Hammel P, Neuzillet C, Bachet JB, Iovanna J, Dusetti N, Blum Y, Richard M, Kermezli Y, Paradis V, Zaslavskiy M, Courtiol P, Kamoun A, Nicolle R, Cros J. Saillard C, et al. Among authors: schmauch b. Nat Commun. 2023 Jun 13;14(1):3459. doi: 10.1038/s41467-023-39026-y. Nat Commun. 2023. PMID: 37311751 Free PMC 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. 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.
11 results