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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: bockmayr 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.
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: bockmayr 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.
Single-cell gene regulatory network prediction by explainable AI.
Keyl P, Bischoff P, Dernbach G, Bockmayr M, Fritz R, Horst D, Blüthgen N, Montavon G, Müller KR, Klauschen F. Keyl P, et al. Among authors: bockmayr m. Nucleic Acids Res. 2023 Feb 28;51(4):e20. doi: 10.1093/nar/gkac1212. Nucleic Acids Res. 2023. PMID: 36629274 Free PMC article.
Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases.
Jurmeister P, Bockmayr M, Seegerer P, Bockmayr T, Treue D, Montavon G, Vollbrecht C, Arnold A, Teichmann D, Bressem K, Schüller U, von Laffert M, Müller KR, Capper D, Klauschen F. Jurmeister P, et al. Among authors: bockmayr m, bockmayr t. Sci Transl Med. 2019 Sep 11;11(509):eaaw8513. doi: 10.1126/scitranslmed.aaw8513. Sci Transl Med. 2019. PMID: 31511427
DNA methylation-based classification of sinonasal tumors.
Jurmeister P, Glöß S, Roller R, Leitheiser M, Schmid S, Mochmann LH, Payá Capilla E, Fritz R, Dittmayer C, Friedrich C, Thieme A, Keyl P, Jarosch A, Schallenberg S, Bläker H, Hoffmann I, Vollbrecht C, Lehmann A, Hummel M, Heim D, Haji M, Harter P, Englert B, Frank S, Hench J, Paulus W, Hasselblatt M, Hartmann W, Dohmen H, Keber U, Jank P, Denkert C, Stadelmann C, Bremmer F, Richter A, Wefers A, Ribbat-Idel J, Perner S, Idel C, Chiariotti L, Della Monica R, Marinelli A, Schüller U, Bockmayr M, Liu J, Lund VJ, Forster M, Lechner M, Lorenzo-Guerra SL, Hermsen M, Johann PD, Agaimy A, Seegerer P, Koch A, Heppner F, Pfister SM, Jones DTW, Sill M, von Deimling A, Snuderl M, Müller KR, Forgó E, Howitt BE, Mertins P, Klauschen F, Capper D. Jurmeister P, et al. Among authors: bockmayr m. Nat Commun. 2022 Nov 28;13(1):7148. doi: 10.1038/s41467-022-34815-3. Nat Commun. 2022. PMID: 36443295 Free PMC article.
46 results