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Page 1
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: truhn d. Nat Commun. 2022 Sep 29;13(1):5711. doi: 10.1038/s41467-022-33266-0. Nat Commun. 2022. PMID: 36175413 Free PMC article.
Breaking medical data sharing boundaries by using synthesized radiographs.
Han T, Nebelung S, Haarburger C, Horst N, Reinartz S, Merhof D, Kiessling F, Schulz V, Truhn D. Han T, et al. Among authors: truhn d. Sci Adv. 2020 Dec 2;6(49):eabb7973. doi: 10.1126/sciadv.abb7973. Print 2020 Dec. Sci Adv. 2020. PMID: 33268370 Free PMC article.
Weakly supervised annotation-free cancer detection and prediction of genotype in routine histopathology.
Schrammen PL, Ghaffari Laleh N, Echle A, Truhn D, Schulz V, Brinker TJ, Brenner H, Chang-Claude J, Alwers E, Brobeil A, Kloor M, Heij LR, Jäger D, Trautwein C, Grabsch HI, Quirke P, West NP, Hoffmeister M, Kather JN. Schrammen PL, et al. Among authors: truhn d. J Pathol. 2022 Jan;256(1):50-60. doi: 10.1002/path.5800. Epub 2021 Oct 22. J Pathol. 2022. PMID: 34561876 Free article.
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: truhn d. 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.
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology.
Ghaffari Laleh N, Muti HS, Loeffler CML, Echle A, Saldanha OL, Mahmood F, Lu MY, Trautwein C, Langer R, Dislich B, Buelow RD, Grabsch HI, Brenner H, Chang-Claude J, Alwers E, Brinker TJ, Khader F, Truhn D, Gaisa NT, Boor P, Hoffmeister M, Schulz V, Kather JN. Ghaffari Laleh N, et al. Among authors: truhn d. Med Image Anal. 2022 Jul;79:102474. doi: 10.1016/j.media.2022.102474. Epub 2022 May 4. Med Image Anal. 2022. PMID: 35588568 Free article.
Medical domain knowledge in domain-agnostic generative AI.
Kather JN, Ghaffari Laleh N, Foersch S, Truhn D. Kather JN, et al. Among authors: truhn d. NPJ Digit Med. 2022 Jul 11;5(1):90. doi: 10.1038/s41746-022-00634-5. NPJ Digit Med. 2022. PMID: 35817798 Free PMC article.
110 results