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In-context learning enables multimodal large language models to classify cancer pathology images.
Nat Commun. 2024 Nov 21;15(1):10104. doi: 10.1038/s41467-024-51465-9.
Nat Commun. 2024.
PMID: 39572531
Free PMC article.
From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology.
El Nahhas OSM, van Treeck M, Wölflein G, Unger M, Ligero M, Lenz T, Wagner SJ, Hewitt KJ, Khader F, Foersch S, Truhn D, Kather JN.
El Nahhas OSM, et al. Among authors: wolflein g.
Nat Protoc. 2025 Jan;20(1):293-316. doi: 10.1038/s41596-024-01047-2. Epub 2024 Sep 16.
Nat Protoc. 2025.
PMID: 39285224
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Use of High-Plex Data Reveals Novel Insights into the Tumour Microenvironment of Clear Cell Renal Cell Carcinoma.
De Filippis R, Wölflein G, Um IH, Caie PD, Warren S, White A, Suen E, To E, Arandjelović O, Harrison DJ.
De Filippis R, et al. Among authors: wolflein g.
Cancers (Basel). 2022 Nov 1;14(21):5387. doi: 10.3390/cancers14215387.
Cancers (Basel). 2022.
PMID: 36358805
Free PMC article.
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Determining Chess Game State from an Image.
Wölflein G, Arandjelović O.
Wölflein G, et al.
J Imaging. 2021 Jun 2;7(6):94. doi: 10.3390/jimaging7060094.
J Imaging. 2021.
PMID: 39080882
Free PMC article.
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