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Multi-modal representation learning in retinal imaging using self-supervised learning for enhanced clinical predictions.
Sci Rep. 2024 Nov 5;14(1):26802. doi: 10.1038/s41598-024-78515-y.
Sci Rep. 2024.
PMID: 39500979
Free PMC article.
CLOOME: contrastive learning unlocks bioimaging databases for queries with chemical structures.
Sanchez-Fernandez A, Rumetshofer E, Hochreiter S, Klambauer G.
Sanchez-Fernandez A, et al. Among authors: rumetshofer e.
Nat Commun. 2023 Nov 13;14(1):7339. doi: 10.1038/s41467-023-42328-w.
Nat Commun. 2023.
PMID: 37957207
Free PMC article.
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Artificial neural networks and pathologists recognize basal cell carcinomas based on different histological patterns.
Kimeswenger S, Tschandl P, Noack P, Hofmarcher M, Rumetshofer E, Kindermann H, Silye R, Hochreiter S, Kaltenbrunner M, Guenova E, Klambauer G, Hoetzenecker W.
Kimeswenger S, et al. Among authors: rumetshofer e.
Mod Pathol. 2021 May;34(5):895-903. doi: 10.1038/s41379-020-00712-7. Epub 2020 Nov 13.
Mod Pathol. 2021.
PMID: 33184470
Free article.
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Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks.
Hofmarcher M, Rumetshofer E, Clevert DA, Hochreiter S, Klambauer G.
Hofmarcher M, et al. Among authors: rumetshofer e.
J Chem Inf Model. 2019 Mar 25;59(3):1163-1171. doi: 10.1021/acs.jcim.8b00670. Epub 2019 Mar 6.
J Chem Inf Model. 2019.
PMID: 30840449
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