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286 results

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Analysing cerebrospinal fluid with explainable deep learning: From diagnostics to insights.
Schweizer L, Seegerer P, Kim HY, Saitenmacher R, Muench A, Barnick L, Osterloh A, Dittmayer C, Jödicke R, Pehl D, Reinhardt A, Ruprecht K, Stenzel W, Wefers AK, Harter PN, Schüller U, Heppner FL, Alber M, Müller KR, Klauschen F. Schweizer L, et al. Among authors: alber m. Neuropathol Appl Neurobiol. 2023 Feb;49(1):e12866. doi: 10.1111/nan.12866. Neuropathol Appl Neurobiol. 2023. PMID: 36519297
Artificial intelligence and pathology: From principles to practice and future applications in histomorphology and molecular profiling.
Stenzinger A, Alber M, Allgäuer M, Jurmeister P, Bockmayr M, Budczies J, Lennerz J, Eschrich J, Kazdal D, Schirmacher P, Wagner AH, Tacke F, Capper D, Müller KR, Klauschen F. Stenzinger A, et al. Among authors: alber m. Semin Cancer Biol. 2022 Sep;84:129-143. doi: 10.1016/j.semcancer.2021.02.011. Epub 2021 Feb 22. Semin Cancer Biol. 2022. PMID: 33631297 Review.
Deep Learning Assisted Diagnosis of Onychomycosis on Whole-Slide Images.
Jansen P, Creosteanu A, Matyas V, Dilling A, Pina A, Saggini A, Schimming T, Landsberg J, Burgdorf B, Giaquinta S, Müller H, Emberger M, Rose C, Schmitz L, Geraud C, Schadendorf D, Schaller J, Alber M, Klauschen F, Griewank KG. Jansen P, et al. Among authors: alber m. J Fungi (Basel). 2022 Aug 28;8(9):912. doi: 10.3390/jof8090912. J Fungi (Basel). 2022. PMID: 36135637 Free PMC article.
Toward Explainable Artificial Intelligence for Precision Pathology.
Klauschen F, Dippel J, Keyl P, Jurmeister P, Bockmayr M, Mock A, Buchstab O, Alber M, Ruff L, Montavon G, Müller KR. Klauschen F, et al. Among authors: alber m. Annu Rev Pathol. 2024 Jan 24;19:541-570. doi: 10.1146/annurev-pathmechdis-051222-113147. Epub 2023 Oct 23. Annu Rev Pathol. 2024. PMID: 37871132 Free article. Review.
[Explainable artificial intelligence in pathology].
Klauschen F, Dippel J, Keyl P, Jurmeister P, Bockmayr M, Mock A, Buchstab O, Alber M, Ruff L, Montavon G, Müller KR. Klauschen F, et al. Among authors: alber m. Pathologie (Heidelb). 2024 Mar;45(2):133-139. doi: 10.1007/s00292-024-01308-7. Epub 2024 Feb 5. Pathologie (Heidelb). 2024. PMID: 38315198 Review. German.
Distributed optimization of multi-class SVMs.
Alber M, Zimmert J, Dogan U, Kloft M. Alber M, et al. PLoS One. 2017 Jun 1;12(6):e0178161. doi: 10.1371/journal.pone.0178161. eCollection 2017. PLoS One. 2017. PMID: 28570703 Free PMC article.
A joint physics and radiobiology DREAM team vision - Towards better response prediction models to advance radiotherapy.
Vens C, van Luijk P, Vogelius RI, El Naqa I, Humbert-Vidan L, von Neubeck C, Gomez-Roman N, Bahn E, Brualla L, Böhlen TT, Ecker S, Koch R, Handeland A, Pereira S, Possenti L, Rancati T, Todor D, Vanderstraeten B, Van Heerden M, Ullrich W, Jackson M, Alber M, Marignol L; on behalf ofthe ESTRO DREAM team. Vens C, et al. Among authors: alber m. Radiother Oncol. 2024 Jul;196:110277. doi: 10.1016/j.radonc.2024.110277. Epub 2024 Apr 25. Radiother Oncol. 2024. PMID: 38670264 Free article. Review.
286 results