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Radiomic features define risk and are linked to DNA methylation attributes in primary CNS lymphoma.
Nenning KH, Gesperger J, Furtner J, Nemc A, Roetzer-Pejrimovsky T, Choi SW, Mitter C, Leber SL, Hofmanninger J, Klughammer J, Ergüner B, Bauer M, Brada M, Chong K, Brandner-Kokalj T, Freyschlag CF, Grams A, Haybaeck J, Hoenigschnabl S, Hoffermann M, Iglseder S, Kiesel B, Kitzwoegerer M, Kleindienst W, Marhold F, Moser P, Oberndorfer S, Pinggera D, Scheichel F, Sherif C, Stockhammer G, Stultschnig M, Thomé C, Trenkler J, Urbanic-Purkart T, Weis S, Widhalm G, Wuertz F, Preusser M, Baumann B, Simonitsch-Klupp I, Nam DH, Bock C, Langs G, Woehrer A. Nenning KH, et al. Among authors: hofmanninger j. Neurooncol Adv. 2023 Oct 18;5(1):vdad136. doi: 10.1093/noajnl/vdad136. eCollection 2023 Jan-Dec. Neurooncol Adv. 2023. PMID: 38024240 Free PMC article.
Unsupervised machine learning identifies predictive progression markers of IPF.
Pan J, Hofmanninger J, Nenning KH, Prayer F, Röhrich S, Sverzellati N, Poletti V, Tomassetti S, Weber M, Prosch H, Langs G. Pan J, et al. Among authors: hofmanninger j. Eur Radiol. 2023 Feb;33(2):925-935. doi: 10.1007/s00330-022-09101-x. Epub 2022 Sep 6. Eur Radiol. 2023. PMID: 36066734 Free PMC article.
Prospects and Challenges of Radiomics by Using Nononcologic Routine Chest CT.
Röhrich S, Hofmanninger J, Prayer F, Müller H, Prosch H, Langs G. Röhrich S, et al. Among authors: hofmanninger j. Radiol Cardiothorac Imaging. 2020 Aug 27;2(4):e190190. doi: 10.1148/ryct.2020190190. eCollection 2020 Aug. Radiol Cardiothorac Imaging. 2020. PMID: 33778599 Free PMC article. Review.
Machine learning: from radiomics to discovery and routine.
Langs G, Röhrich S, Hofmanninger J, Prayer F, Pan J, Herold C, Prosch H. Langs G, et al. Among authors: hofmanninger j. Radiologe. 2018 Nov;58(Suppl 1):1-6. doi: 10.1007/s00117-018-0407-3. Radiologe. 2018. PMID: 29922965 Free PMC article.
Volumetry based biomarker speed of growth: Quantifying the change of total tumor volume in whole-body magnetic resonance imaging over time improves risk stratification of smoldering multiple myeloma patients.
Wennmann M, Kintzelé L, Piraud M, Menze BH, Hielscher T, Hofmanninger J, Wagner B, Kauczor HU, Merz M, Hillengass J, Langs G, Weber MA. Wennmann M, et al. Among authors: hofmanninger j. Oncotarget. 2018 May 18;9(38):25254-25264. doi: 10.18632/oncotarget.25402. eCollection 2018 May 18. Oncotarget. 2018. PMID: 29861868 Free PMC article.
14 results