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2021 2
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Deep learning detection of melanoma metastases in lymph nodes.
Jansen P, Baguer DO, Duschner N, Arrastia JL, Schmidt M, Landsberg J, Wenzel J, Schadendorf D, Hadaschik E, Maass P, Schaller J, Griewank KG. Jansen P, et al. Among authors: baguer do. Eur J Cancer. 2023 Jul;188:161-170. doi: 10.1016/j.ejca.2023.04.023. Epub 2023 Apr 29. Eur J Cancer. 2023. PMID: 37257277
StainCUT: Stain Normalization with Contrastive Learning.
Gutiérrez Pérez JC, Otero Baguer D, Maass P. Gutiérrez Pérez JC, et al. Among authors: otero baguer d. J Imaging. 2022 Jul 20;8(7):202. doi: 10.3390/jimaging8070202. J Imaging. 2022. PMID: 35877646 Free PMC article.
Deep learning based histological classification of adnex tumors.
Jansen P, Arrastia JL, Baguer DO, Schmidt M, Landsberg J, Wenzel J, Emberger M, Schadendorf D, Hadaschik E, Maass P, Griewank KG. Jansen P, et al. Among authors: baguer do. Eur J Cancer. 2024 Jan;196:113431. doi: 10.1016/j.ejca.2023.113431. Epub 2023 Nov 15. Eur J Cancer. 2024. PMID: 37980855
[Einsatz künstlicher Intelligenz mittels Deep Learning in der dermatopathologischen Routinediagnostik des Basalzellkarzinoms: Applying an artificial intelligence deep learning approach to routine dermatopathological diagnosis of basal cell carcinoma].
Duschner N, Baguer DO, Schmidt M, Griewank KG, Hadaschik E, Hetzer S, Wiepjes B, Le'Clerc Arrastia J, Jansen P, Maass P, Schaller J. Duschner N, et al. Among authors: baguer do. J Dtsch Dermatol Ges. 2023 Nov;21(11):1329-1338. doi: 10.1111/ddg.15180_g. J Dtsch Dermatol Ges. 2023. PMID: 37946648 German.