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Deep learning-assisted radiomics facilitates multimodal prognostication for personalized treatment strategies in low-grade glioma.

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第一作者: P,Rauch
第一单位: Department of Neurosurgery, Kepler University Hospital, Wagner-Jauregg Weg 15, 4020, Linz, Austria.;Johannes Kepler University, Altenberger Strasse 69, 4040, Linz, Austria.
作者: P,Rauch [1] ; H,Stefanits [2] ; M,Aichholzer [1] ; C,Serra [3] ; D,Vorhauer [4] ; H,Wagner [4] ; P,Böhm [1] ; S,Hartl [1] ; I,Manakov [5] ; M,Sonnberger [6] ; E,Buckwar [7] ; F,Ruiz-Navarro [1] ; K,Heil [1] ; M,Glöckel [1] ; J,Oberndorfer [1] ; S,Spiegl-Kreinecker [1] ; K,Aufschnaiter-Hiessböck [1] ; S,Weis [8] ; A,Leibetseder [9] ; W,Thomae [1] ; T,Hauser [1] ; C,Auer [1] ; S,Katletz [9] ; A,Gruber [1] ; M,Gmeiner [1]
作者单位: Department of Neurosurgery, Kepler University Hospital, Wagner-Jauregg Weg 15, 4020, Linz, Austria.;Johannes Kepler University, Altenberger Strasse 69, 4040, Linz, Austria. [1] Department of Neurosurgery, Kepler University Hospital, Wagner-Jauregg Weg 15, 4020, Linz, Austria. harald.stefanits@kepleruniklinikum.at.;Johannes Kepler University, Altenberger Strasse 69, 4040, Linz, Austria. harald.stefanits@kepleruniklinikum.at. [2] Department of Neurosurgery, Clinical Neuroscience Center, University Hospital, University of Zurich, Zurich, Switzerland.;Machine Intelligence in Clinical Neuroscience (MICN) Lab, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland. [3] Institute of Statistics, Johannes Kepler University, Linz, Austria. [4] ImFusion GmbH, Munich, Germany. [5] Institute of Neuroradiology, Kepler University Hospital and Johannes Kepler University, Linz, Austria. [6] Institute of Stochastics, Johannes Kepler University, Linz, Austria. [7] Institute of Pathology and Neuropathology, Kepler University Hospital and Johannes Kepler University, Linz, Austria. [8] Department of Neurology, Kepler University Hospital and Johannes Kepler University, Linz, Austria. [9]
DOI 10.1038/s41598-023-36298-8
PMID 37302994
发布时间 2024-09-19
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