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Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.
Wagner SJ, Reisenbüchler D, West NP, Niehues JM, Zhu J, Foersch S, Veldhuizen GP, Quirke P, Grabsch HI, van den Brandt PA, Hutchins GGA, Richman SD, Yuan T, Langer R, Jenniskens JCA, Offermans K, Mueller W, Gray R, Gruber SB, Greenson JK, Rennert G, Bonner JD, Schmolze D, Jonnagaddala J, Hawkins NJ, Ward RL, Morton D, Seymour M, Magill L, Nowak M, Hay J, Koelzer VH, Church DN; TransSCOT consortium; Matek C, Geppert C, Peng C, Zhi C, Ouyang X, James JA, Loughrey MB, Salto-Tellez M, Brenner H, Hoffmeister M, Truhn D, Schnabel JA, Boxberg M, Peng T, Kather JN. Wagner SJ, et al. Among authors: langer r. Cancer Cell. 2023 Sep 11;41(9):1650-1661.e4. doi: 10.1016/j.ccell.2023.08.002. Epub 2023 Aug 30. Cancer Cell. 2023. PMID: 37652006 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: langer r. 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.
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: langer r. Nat Commun. 2022 Sep 29;13(1):5711. doi: 10.1038/s41467-022-33266-0. Nat Commun. 2022. PMID: 36175413 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: langer r. 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.
Development and validation of deep learning classifiers to detect Epstein-Barr virus and microsatellite instability status in gastric cancer: a retrospective multicentre cohort study.
Muti HS, Heij LR, Keller G, Kohlruss M, Langer R, Dislich B, Cheong JH, Kim YW, Kim H, Kook MC, Cunningham D, Allum WH, Langley RE, Nankivell MG, Quirke P, Hayden JD, West NP, Irvine AJ, Yoshikawa T, Oshima T, Huss R, Grosser B, Roviello F, d'Ignazio A, Quaas A, Alakus H, Tan X, Pearson AT, Luedde T, Ebert MP, Jäger D, Trautwein C, Gaisa NT, Grabsch HI, Kather JN. Muti HS, et al. Among authors: langer r. Lancet Digit Health. 2021 Oct;3(10):e654-e664. doi: 10.1016/S2589-7500(21)00133-3. Epub 2021 Aug 17. Lancet Digit Health. 2021. PMID: 34417147 Free PMC article.
[Spring symposium pathology of the gastrointestinal tract].
Grabsch HI, Langer R, Vieth M. Grabsch HI, et al. Among authors: langer r. Pathologe. 2022 Feb;43(1):5-7. doi: 10.1007/s00292-021-01048-y. Epub 2022 Jan 25. Pathologe. 2022. PMID: 35079860 German. No abstract available.
Neoadjuvant chemotherapy improves survival in patients with oesophageal mucinous adenocarcinoma: Post-hoc analysis of the UK MRC OE02 and OE05 trials.
Liu DHW, Šefčovičová N, Emmerson J, Spaans LN, Saito Y, Hutchins G, Nankivell MG, Langley RE, Allum W, Cunningham D, Langer R, Grabsch HI. Liu DHW, et al. Among authors: langer r. Eur J Cancer. 2022 Jul;170:140-148. doi: 10.1016/j.ejca.2022.04.026. Epub 2022 May 27. Eur J Cancer. 2022. PMID: 35635935 Free article. Clinical Trial.
Tumor budding in upper gastrointestinal carcinomas.
Koelzer VH, Langer R, Zlobec I, Lugli A. Koelzer VH, et al. Among authors: langer r. Front Oncol. 2014 Aug 14;4:216. doi: 10.3389/fonc.2014.00216. eCollection 2014. Front Oncol. 2014. PMID: 25177546 Free PMC article. Review.
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: langer r. 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.
2,234 results