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Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma.
Nat Commun. 2024 Jan 15;15(1):524. doi: 10.1038/s41467-023-43095-4.
Nat Commun. 2024.
PMID: 38225244
Free PMC article.
Multimodal integration of image, epigenetic and clinical data to predict BRAF mutation status in melanoma.
Schneider L, Wies C, Krieghoff-Henning EI, Bucher TC, Utikal JS, Schadendorf D, Brinker TJ.
Schneider L, et al. Among authors: bucher tc.
Eur J Cancer. 2023 Apr;183:131-138. doi: 10.1016/j.ejca.2023.01.021. Epub 2023 Feb 4.
Eur J Cancer. 2023.
PMID: 36854237
Free article.
Item in Clipboard
Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise.
Mehrtens HA, Kurz A, Bucher TC, Brinker TJ.
Mehrtens HA, et al. Among authors: bucher tc.
Med Image Anal. 2023 Oct;89:102914. doi: 10.1016/j.media.2023.102914. Epub 2023 Jul 28.
Med Image Anal. 2023.
PMID: 37544085
Free article.
Item in Clipboard
Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning.
Höhn J, Krieghoff-Henning E, Wies C, Kiehl L, Hetz MJ, Bucher TC, Jonnagaddala J, Zatloukal K, Müller H, Plass M, Jungwirth E, Gaiser T, Steeg M, Holland-Letz T, Brenner H, Hoffmeister M, Brinker TJ.
Höhn J, et al. Among authors: bucher tc.
NPJ Precis Oncol. 2023 Sep 26;7(1):98. doi: 10.1038/s41698-023-00451-3.
NPJ Precis Oncol. 2023.
PMID: 37752266
Free PMC article.
Item in Clipboard
Evaluating deep learning-based melanoma classification using immunohistochemistry and routine histology: A three center study.
Wies C, Schneider L, Haggenmüller S, Bucher TC, Hobelsberger S, Heppt MV, Ferrara G, Krieghoff-Henning EI, Brinker TJ.
Wies C, et al. Among authors: bucher tc.
PLoS One. 2024 Jan 19;19(1):e0297146. doi: 10.1371/journal.pone.0297146. eCollection 2024.
PLoS One. 2024.
PMID: 38241314
Free PMC article.
Item in Clipboard
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images.
Hetz MJ, Bucher TC, Brinker TJ.
Hetz MJ, et al. Among authors: bucher tc.
Med Image Anal. 2024 May;94:103149. doi: 10.1016/j.media.2024.103149. Epub 2024 Mar 28.
Med Image Anal. 2024.
PMID: 38574542
Free article.
Item in Clipboard
3-Dimensional Reconstruction From Histopathological Sections: A Systematic Review.
Kurz A, Müller H, Kather JN, Schneider L, Bucher TC, Brinker TJ.
Kurz A, et al. Among authors: bucher tc.
Lab Invest. 2024 Mar 19;104(6):102049. doi: 10.1016/j.labinv.2024.102049. Online ahead of print.
Lab Invest. 2024.
PMID: 38513977
Free article.
Review.
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