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Deep learning can predict lymph node status directly from histology in colorectal cancer.
Kiehl L, Kuntz S, Höhn J, Jutzi T, Krieghoff-Henning E, Kather JN, Holland-Letz T, Kopp-Schneider A, Chang-Claude J, Brobeil A, von Kalle C, Fröhling S, Alwers E, Brenner H, Hoffmeister M, Brinker TJ. Kiehl L, et al. Among authors: holland letz t. Eur J Cancer. 2021 Nov;157:464-473. doi: 10.1016/j.ejca.2021.08.039. Epub 2021 Oct 11. Eur J Cancer. 2021. PMID: 34649117 Free article.
Deep neural networks are superior to dermatologists in melanoma image classification.
Brinker TJ, Hekler A, Enk AH, Berking C, Haferkamp S, Hauschild A, Weichenthal M, Klode J, Schadendorf D, Holland-Letz T, von Kalle C, Fröhling S, Schilling B, Utikal JS. Brinker TJ, et al. Eur J Cancer. 2019 Sep;119:11-17. doi: 10.1016/j.ejca.2019.05.023. Epub 2019 Aug 8. Eur J Cancer. 2019. PMID: 31401469 Free article.
Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks.
Maron RC, Weichenthal M, Utikal JS, Hekler A, Berking C, Hauschild A, Enk AH, Haferkamp S, Klode J, Schadendorf D, Jansen P, Holland-Letz T, Schilling B, von Kalle C, Fröhling S, Gaiser MR, Hartmann D, Gesierich A, Kähler KC, Wehkamp U, Karoglan A, Bär C, Brinker TJ; Collabrators. Maron RC, et al. Eur J Cancer. 2019 Sep;119:57-65. doi: 10.1016/j.ejca.2019.06.013. Epub 2019 Aug 14. Eur J Cancer. 2019. PMID: 31419752 Free article.
Superior skin cancer classification by the combination of human and artificial intelligence.
Hekler A, Utikal JS, Enk AH, Hauschild A, Weichenthal M, Maron RC, Berking C, Haferkamp S, Klode J, Schadendorf D, Schilling B, Holland-Letz T, Izar B, von Kalle C, Fröhling S, Brinker TJ; Collaborators. Hekler A, et al. Eur J Cancer. 2019 Oct;120:114-121. doi: 10.1016/j.ejca.2019.07.019. Epub 2019 Sep 10. Eur J Cancer. 2019. PMID: 31518967 Free article.
Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologists.
Brinker TJ, Schmitt M, Krieghoff-Henning EI, Barnhill R, Beltraminelli H, Braun SA, Carr R, Fernandez-Figueras MT, Ferrara G, Fraitag S, Gianotti R, Llamas-Velasco M, Müller CSL, Perasole A, Requena L, Sangueza OP, Santonja C, Starz H, Vale E, Weyers W, Hekler A, Kather JN, Fröhling S, Krahl D, Holland-Letz T, Utikal JS, Saggini A, Kutzner H. Brinker TJ, et al. J Am Acad Dermatol. 2022 Mar;86(3):640-642. doi: 10.1016/j.jaad.2021.02.009. Epub 2021 Feb 11. J Am Acad Dermatol. 2022. PMID: 33581189 Free article. No abstract available.
Artificial Intelligence in Skin Cancer Diagnostics: The Patients' Perspective.
Jutzi TB, Krieghoff-Henning EI, Holland-Letz T, Utikal JS, Hauschild A, Schadendorf D, Sondermann W, Fröhling S, Hekler A, Schmitt M, Maron RC, Brinker TJ. Jutzi TB, et al. Front Med (Lausanne). 2020 Jun 2;7:233. doi: 10.3389/fmed.2020.00233. eCollection 2020. Front Med (Lausanne). 2020. PMID: 32671078 Free PMC article.
116 results