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Deep learning-assisted radiomics facilitates multimodal prognostication for personalized treatment strategies in low-grade glioma.
Rauch P, Stefanits H, Aichholzer M, Serra C, Vorhauer D, Wagner H, Böhm P, Hartl S, Manakov I, Sonnberger M, Buckwar E, Ruiz-Navarro F, Heil K, Glöckel M, Oberndorfer J, Spiegl-Kreinecker S, Aufschnaiter-Hiessböck K, Weis S, Leibetseder A, Thomae W, Hauser T, Auer C, Katletz S, Gruber A, Gmeiner M. Rauch P, et al. Sci Rep. 2023 Jun 11;13(1):9494. doi: 10.1038/s41598-023-36298-8. Sci Rep. 2023. PMID: 37302994 Free PMC article.
Tailored Intraoperative MRI Strategies in High-Grade Glioma Surgery: A Machine Learning-Based Radiomics Model Highlights Selective Benefits.
Aichholzer M, Rauch P, Kastler L, Pichler J, Aufschnaiter-Hiessböck K, Ruiz-Navarro F, Aspalter S, Hartl S, Schimetta W, Böhm P, Manakov I, Thomae W, Gmeiner M, Gruber A, Stefanits H. Aichholzer M, et al. Among authors: rauch p. Oper Neurosurg (Hagerstown). 2023 Dec 22. doi: 10.1227/ons.0000000000001023. Online ahead of print. Oper Neurosurg (Hagerstown). 2023. PMID: 38289331
From molecular signatures to radiomics: tailoring neurooncological strategies through forecasting of glioma growth.
Rauch P, Aichholzer M, Serra C, Zanier O, Staartjes VE, Böhm P, Seyer G, Wagner H, Manakov I, Sonnberger M, Stroh N, Aspalter S, Aufschnaiter-Hiessböck K, Rossmann T, Leibetseder A, Katletz S, Gruber A, Gmeiner M, Stefanits H. Rauch P, et al. Neurosurg Focus. 2024 Feb;56(2):E5. doi: 10.3171/2023.11.FOCUS23685. Neurosurg Focus. 2024. PMID: 38301234
Decompressive craniectomy plus best medical treatment versus best medical treatment alone for spontaneous severe deep supratentorial intracerebral haemorrhage: a randomised controlled clinical trial.
Beck J, Fung C, Strbian D, Bütikofer L, Z'Graggen WJ, Lang MF, Beyeler S, Gralla J, Ringel F, Schaller K, Plesnila N, Arnold M, Hacke W, Jüni P, Mendelow AD, Stapf C, Al-Shahi Salman R, Bressan J, Lerch S, Hakim A, Martinez-Majander N, Piippo-Karjalainen A, Vajkoczy P, Wolf S, Schubert GA, Höllig A, Veldeman M, Roelz R, Gruber A, Rauch P, Mielke D, Rohde V, Kerz T, Uhl E, Thanasi E, Huttner HB, Kallmünzer B, Jaap Kappelle L, Deinsberger W, Roth C, Lemmens R, Leppert J, Sanmillan JL, Coutinho JM, Hackenberg KAM, Reimann G, Mazighi M, Bassetti CLA, Mattle HP, Raabe A, Fischer U; SWITCH study investigators. Beck J, et al. Among authors: rauch p. Lancet. 2024 Jun 1;403(10442):2395-2404. doi: 10.1016/S0140-6736(24)00702-5. Epub 2024 May 15. Lancet. 2024. PMID: 38761811 Free article. Clinical Trial.
246 results