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Direct image to subtype prediction for brain tumors using deep learning.
Hewitt KJ, Löffler CML, Muti HS, Berghoff AS, Eisenlöffel C, van Treeck M, Carrero ZI, El Nahhas OSM, Veldhuizen GP, Weil S, Saldanha OL, Bejan L, Millner TO, Brandner S, Brückmann S, Kather JN. Hewitt KJ, et al. Among authors: saldanha ol. Neurooncol Adv. 2023 Nov 1;5(1):vdad139. doi: 10.1093/noajnl/vdad139. eCollection 2023 Jan-Dec. Neurooncol Adv. 2023. PMID: 38106649 Free PMC article.
Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer.
Chatterji S, Niehues JM, van Treeck M, Loeffler CML, Saldanha OL, Veldhuizen GP, Cifci D, Carrero ZI, Abu-Eid R, Speirs V, Kather JN. Chatterji S, et al. Among authors: saldanha ol. NPJ Breast Cancer. 2023 Nov 8;9(1):91. doi: 10.1038/s41523-023-00599-y. NPJ Breast Cancer. 2023. PMID: 37940649 Free PMC article.
An MRI Deep Learning Model Predicts Outcome in Rectal Cancer.
Jiang X, Zhao H, Saldanha OL, Nebelung S, Kuhl C, Amygdalos I, Lang SA, Wu X, Meng X, Truhn D, Kather JN, Ke J. Jiang X, et al. Among authors: saldanha ol. Radiology. 2023 Jun;307(5):e222223. doi: 10.1148/radiol.222223. Radiology. 2023. PMID: 37278629
Deep learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer.
Brockmoeller S, Echle A, Ghaffari Laleh N, Eiholm S, Malmstrøm ML, Plato Kuhlmann T, Levic K, Grabsch HI, West NP, Saldanha OL, Kouvidi K, Bono A, Heij LR, Brinker TJ, Gögenür I, Quirke P, Kather JN. Brockmoeller S, et al. Among authors: saldanha ol. J Pathol. 2022 Mar;256(3):269-281. doi: 10.1002/path.5831. Epub 2021 Dec 28. J Pathol. 2022. PMID: 34738636
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study.
Jiang X, Hoffmeister M, Brenner H, Muti HS, Yuan T, Foersch S, West NP, Brobeil A, Jonnagaddala J, Hawkins N, Ward RL, Brinker TJ, Saldanha OL, Ke J, Müller W, Grabsch HI, Quirke P, Truhn D, Kather JN. Jiang X, et al. Among authors: saldanha ol. Lancet Digit Health. 2024 Jan;6(1):e33-e43. doi: 10.1016/S2589-7500(23)00208-X. Lancet Digit Health. 2024. PMID: 38123254 Free 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: saldanha ol. 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.
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. 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.
13 results