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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.
What Does DALL-E 2 Know About Radiology?
Adams LC, Busch F, Truhn D, Makowski MR, Aerts HJWL, Bressem KK. Adams LC, et al. Among authors: truhn d. J Med Internet Res. 2023 Mar 16;25:e43110. doi: 10.2196/43110. J Med Internet Res. 2023. PMID: 36927634 Free PMC article.
Automated segmentation of 3D cine cardiovascular magnetic resonance imaging.
Tayebi Arasteh S, Romanowicz J, Pace DF, Golland P, Powell AJ, Maier AK, Truhn D, Brosch T, Weese J, Lotfinia M, van der Geest RJ, Moghari MH. Tayebi Arasteh S, et al. Among authors: truhn d. Front Cardiovasc Med. 2023 Oct 13;10:1167500. doi: 10.3389/fcvm.2023.1167500. eCollection 2023. Front Cardiovasc Med. 2023. PMID: 37904806 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.
Erratum to 'Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology' Medical Image Analysis, Volume 79, July 2022, 102474.
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 Nov;82:102622. doi: 10.1016/j.media.2022.102622. Epub 2022 Sep 18. Med Image Anal. 2022. PMID: 36130464 No abstract available.
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.
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: truhn d. 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.
134 results