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18 results

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Page 1
Swarm learning for decentralized artificial intelligence in cancer histopathology.
Saldanha OL, Quirke P, West NP, James JA, Loughrey MB, Grabsch HI, Salto-Tellez M, Alwers E, Cifci D, Ghaffari Laleh N, Seibel T, Gray R, Hutchins GGA, Brenner H, van Treeck M, Yuan T, Brinker TJ, Chang-Claude J, Khader F, Schuppert A, Luedde T, Trautwein C, Muti HS, Foersch S, Hoffmeister M, Truhn D, Kather JN. Saldanha OL, et al. Among authors: van treeck m. Nat Med. 2022 Jun;28(6):1232-1239. doi: 10.1038/s41591-022-01768-5. Epub 2022 Apr 25. Nat Med. 2022. PMID: 35469069 Free PMC article.
Adversarial attacks and adversarial robustness in computational pathology.
Ghaffari Laleh N, Truhn D, Veldhuizen GP, Han T, van Treeck M, Buelow RD, Langer R, Dislich B, Boor P, Schulz V, Kather JN. Ghaffari Laleh N, et al. Among authors: van treeck m. Nat Commun. 2022 Sep 29;13(1):5711. doi: 10.1038/s41467-022-33266-0. Nat Commun. 2022. PMID: 36175413 Free PMC article.
Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types.
Loeffler CML, Gaisa NT, Muti HS, van Treeck M, Echle A, Ghaffari Laleh N, Trautwein C, Heij LR, Grabsch HI, Ortiz Bruechle N, Kather JN. Loeffler CML, et al. Among authors: van treeck m. Front Genet. 2022 Feb 16;12:806386. doi: 10.3389/fgene.2021.806386. eCollection 2021. Front Genet. 2022. PMID: 35251119 Free PMC article.
Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning.
Saldanha OL, Muti HS, Grabsch HI, Langer R, Dislich B, Kohlruss M, Keller G, van Treeck M, Hewitt KJ, Kolbinger FR, Veldhuizen GP, Boor P, Foersch S, Truhn D, Kather JN. Saldanha OL, et al. Among authors: van treeck m. Gastric Cancer. 2023 Mar;26(2):264-274. doi: 10.1007/s10120-022-01347-0. Epub 2022 Oct 20. Gastric Cancer. 2023. PMID: 36264524 Free PMC article.
Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types.
Loeffler CML, El Nahhas OSM, Muti HS, Carrero ZI, Seibel T, van Treeck M, Cifci D, Gustav M, Bretz K, Gaisa NT, Lehmann KV, Leary A, Selenica P, Reis-Filho JS, Ortiz-Bruechle N, Kather JN. Loeffler CML, et al. Among authors: van treeck m. BMC Biol. 2024 Oct 8;22(1):225. doi: 10.1186/s12915-024-02022-9. BMC Biol. 2024. PMID: 39379982 Free PMC article.
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology.
Gustav M, Reitsam NG, Carrero ZI, Loeffler CML, van Treeck M, Yuan T, West NP, Quirke P, Brinker TJ, Brenner H, Favre L, Märkl B, Stenzinger A, Brobeil A, Hoffmeister M, Calderaro J, Pujals A, Kather JN. Gustav M, et al. Among authors: van treeck m. NPJ Precis Oncol. 2024 May 23;8(1):115. doi: 10.1038/s41698-024-00592-z. NPJ Precis Oncol. 2024. PMID: 38783059 Free PMC article.
18 results