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An overview and a roadmap for artificial intelligence in hematology and oncology.
Rösler W, Altenbuchinger M, Baeßler B, Beissbarth T, Beutel G, Bock R, von Bubnoff N, Eckardt JN, Foersch S, Loeffler CML, Middeke JM, Mueller ML, Oellerich T, Risse B, Scherag A, Schliemann C, Scholz M, Spang R, Thielscher C, Tsoukakis I, Kather JN. Rösler W, et al. Among authors: altenbuchinger m. J Cancer Res Clin Oncol. 2023 Aug;149(10):7997-8006. doi: 10.1007/s00432-023-04667-5. Epub 2023 Mar 15. J Cancer Res Clin Oncol. 2023. PMID: 36920563 Free PMC article. Review.
Scale-Invariant Biomarker Discovery in Urine and Plasma Metabolite Fingerprints.
Zacharias HU, Rehberg T, Mehrl S, Richtmann D, Wettig T, Oefner PJ, Spang R, Gronwald W, Altenbuchinger M. Zacharias HU, et al. Among authors: altenbuchinger m. J Proteome Res. 2017 Oct 6;16(10):3596-3605. doi: 10.1021/acs.jproteome.7b00325. Epub 2017 Sep 7. J Proteome Res. 2017. PMID: 28825821
Loss-Function Learning for Digital Tissue Deconvolution.
Görtler F, Schön M, Simeth J, Solbrig S, Wettig T, Oefner PJ, Spang R, Altenbuchinger M. Görtler F, et al. Among authors: altenbuchinger m. J Comput Biol. 2020 Mar;27(3):342-355. doi: 10.1089/cmb.2019.0462. Epub 2020 Jan 29. J Comput Biol. 2020. PMID: 31995401
DTD: An R Package for Digital Tissue Deconvolution.
Schön M, Simeth J, Heinrich P, Görtler F, Solbrig S, Wettig T, Oefner PJ, Altenbuchinger M, Spang R. Schön M, et al. Among authors: altenbuchinger m. J Comput Biol. 2020 Mar;27(3):386-389. doi: 10.1089/cmb.2019.0469. Epub 2020 Jan 29. J Comput Biol. 2020. PMID: 31995409 Free PMC article.
BITES: balanced individual treatment effect for survival data.
Schrod S, Schäfer A, Solbrig S, Lohmayer R, Gronwald W, Oefner PJ, Beißbarth T, Spang R, Zacharias HU, Altenbuchinger M. Schrod S, et al. Among authors: altenbuchinger m. Bioinformatics. 2022 Jun 24;38(Suppl 1):i60-i67. doi: 10.1093/bioinformatics/btac221. Bioinformatics. 2022. PMID: 35758796 Free PMC article.
Anomaly detection in mixed high-dimensional molecular data.
Buck L, Schmidt T, Feist M, Schwarzfischer P, Kube D, Oefner PJ, Zacharias HU, Altenbuchinger M, Dettmer K, Gronwald W, Spang R. Buck L, et al. Among authors: altenbuchinger m. Bioinformatics. 2023 Aug 1;39(8):btad501. doi: 10.1093/bioinformatics/btad501. Bioinformatics. 2023. PMID: 37584673 Free PMC article.
Reference point insensitive molecular data analysis.
Altenbuchinger M, Rehberg T, Zacharias HU, Stämmler F, Dettmer K, Weber D, Hiergeist A, Gessner A, Holler E, Oefner PJ, Spang R. Altenbuchinger M, et al. Bioinformatics. 2017 Jan 15;33(2):219-226. doi: 10.1093/bioinformatics/btw598. Epub 2016 Sep 15. Bioinformatics. 2017. PMID: 27634945
Cell-of-origin classification by gene expression and MYC-rearrangements in diffuse large B-cell lymphoma of children and adolescents.
Szczepanowski M, Lange J, Kohler CW, Masque-Soler N, Zimmermann M, Aukema SM, Altenbuchinger M, Rehberg T, Mahn F, Siebert R, Spang R, Burkhardt B, Klapper W. Szczepanowski M, et al. Among authors: altenbuchinger m. Br J Haematol. 2017 Oct;179(1):116-119. doi: 10.1111/bjh.14812. Epub 2017 Jun 23. Br J Haematol. 2017. PMID: 28643426 Free article.
Round-robin test for the cell-of-origin classification of diffuse large B-cell lymphoma-a feasibility study using full slide staining.
Reinke S, Richter J, Fend F, Feller A, Hansmann ML, Hüttl K, Oschlies I, Ott G, Möller P, Rosenwald A, Stein H, Altenbuchinger M, Spang R, Klapper W. Reinke S, et al. Among authors: altenbuchinger m. Virchows Arch. 2018 Sep;473(3):341-349. doi: 10.1007/s00428-018-2367-4. Epub 2018 May 5. Virchows Arch. 2018. PMID: 29730836
Automated macrophage counting in DLBCL tissue samples: a ROF filter based approach.
Wagner M, Hänsel R, Reinke S, Richter J, Altenbuchinger M, Braumann UD, Spang R, Löffler M, Klapper W. Wagner M, et al. Among authors: altenbuchinger m. Biol Proced Online. 2019 Jul 1;21:13. doi: 10.1186/s12575-019-0098-9. eCollection 2019. Biol Proced Online. 2019. PMID: 31303867 Free PMC article.
36 results