Radiomic features define risk and are linked to DNA methylation attributes in primary CNS lymphoma.

Autor: Nenning KH; Department of Biomedical Imaging and Image-guided Therapy, Computational Imaging Research Laboratory, Medical University of Vienna, Vienna, Austria.; Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute, Orangeburg, New York, USA., Gesperger J; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria.; Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Austria., Furtner J; Division of Neuroradiology, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.; Research Center for Medical Image Analysis and Artificial Intelligence (MIAAI), Faculty of Medicine and Dentistry, Danube Private University, Krems, Austria., Nemc A; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria., Roetzer-Pejrimovsky T; Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Austria.; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria., Choi SW; Department of Neurosurgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea., Mitter C; Division of Neuroradiology, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Leber SL; Division of Neuroradiology, Vascular, and Interventional Radiology, Department of Radiology, Medical University of Graz, Graz, Austria., Hofmanninger J; Department of Biomedical Imaging and Image-guided Therapy, Computational Imaging Research Laboratory, Medical University of Vienna, Vienna, Austria., Klughammer J; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.; Department of Biochemistry, Gene Center, Ludwig-Maximilians-University, München, Germany., Ergüner B; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria., Bauer M; Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria., Brada M; Department of Pathology, Klinik Landstraße, Vienna, Austria., Chong K; Department of Neurosurgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea., Brandner-Kokalj T; Institute of Pathology, State Hospital Klagenfurt, Klagenfurt, Austria., Freyschlag CF; Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria., Grams A; Department of Neuroradiology, Medical University of Innsbruck, Innsbruck, Austria., Haybaeck J; Institute of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Innsbruck, Austria.; Center for Molecular Biomedicine, Institute of Pathology, Medical University of Graz, Diagnostic and Research, Graz, Austria., Hoenigschnabl S; Department of Pathology, Donauspital Vienna, Vienna, Austria., Hoffermann M; Department of Neurosurgery, State Hospital Feldkirch, Feldkirch, Austria., Iglseder S; Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria., Kiesel B; Department of Neurosurgery, Medical University of Vienna, Vienna, Austria., Kitzwoegerer M; Department of Pathology, University Hospital St. Poelten, Karl Landsteiner University of Health Sciences, St. Poelten, Austria., Kleindienst W; Department of Neurology, Paracelsus Medical University Salzburg, Salzburg, Austria., Marhold F; Department of Neurosurgery, University Hospital St. Poelten, Karl Landsteiner University of Health Sciences, St. Poelten, Austria., Moser P; Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria.; Department of Pathology, Innpath, Tirolkliniken, Innsbruck, Austria., Oberndorfer S; Department of Neurology, University Hospital St. Poelten, Karl Landsteiner University of Health Sciences, St. Poelten, Austria., Pinggera D; Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria., Scheichel F; Department of Neurosurgery, University Hospital St. Poelten, Karl Landsteiner University of Health Sciences, St. Poelten, Austria., Sherif C; Department of Neurosurgery, University Hospital St. Poelten, Karl Landsteiner University of Health Sciences, St. Poelten, Austria., Stockhammer G; Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria., Stultschnig M; Department of Neurology, State Hospital Klagenfurt, Klagenfurt, Austria., Thomé C; Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria., Trenkler J; Institute of Neuroradiology, Kepler University Hospital, NeuromedCampus, Johannes Kepler University of Linz, Linz, Austria., Urbanic-Purkart T; Department of Neurology, Medical University of Graz, Graz, Austria.; Division of Neuroradiology, Vascular and Interventional Radiology, Medical University of Graz, Graz, Austria., Weis S; Division of Neuropathology, Kepler University Hospital, NeuromedCampus, Johannes Kepler University, Linz, Austria., Widhalm G; Department of Neurosurgery, Medical University of Vienna, Vienna, Austria., Wuertz F; Institute of Pathology, State Hospital Klagenfurt, Klagenfurt, Austria., Preusser M; Division of Oncology, Department of Internal Medicine 1, Medical University of Vienna, Vienna, Austria., Baumann B; Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria., Simonitsch-Klupp I; Department of Pathology, Medical University of Vienna, Vienna, Austria., Nam DH; Department of Neurosurgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea., Bock C; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.; Institute of Artificial Intelligence, Center for Medical Data Science, Medical University of Vienna, Vienna, Austria., Langs G; Department of Biomedical Imaging and Image-guided Therapy, Computational Imaging Research Laboratory, Medical University of Vienna, Vienna, Austria.; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA., Woehrer A; Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Austria.; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria.

Publikováno v: Neuro-oncology advances [Neurooncol Adv] 2023 Oct 18; Vol. 5 (1), pp. vdad136. Date of Electronic Publication: 2023 Oct 18 (Print Publication: 2023).

EP13.01-011 Combining Automated Malignancy Risk Estimation with Lung Nodule Detection May Reduce Physician Effort and Increase Diagnostic Accuracy

Autor: Calhoun, M.E., Hofmanninger, J., Wood, C., Langs, G., Makropoulos, A.

Publikováno v: In Journal of Thoracic Oncology September 2022 17(9) Supplement:S523-S523

Correction to: Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma.

Autor: Röhrich S; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Hofmanninger J; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria., Negrin L; Department of Orthopedics and Trauma-Surgery, Medical University of Vienna, Vienna, Austria., Langs G; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria. georg.langs@meduniwien.ac.at., Prosch H; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.

Publikováno v: European radiology [Eur Radiol] 2021 Nov; Vol. 31 (11), pp. 8818-8819.

Machine learning: from radiomics to discovery and routine.

Autor: Langs, G., Röhrich, S., Hofmanninger, J., Prayer, F., Pan, J., Herold, C., Prosch, H.

Publikováno v: Der Radiologe; Nov2018 Supplement 1, Vol. 58 Issue 1, p1-6, 6p

Variability of computed tomography radiomics features of fibrosing interstitial lung disease: A test-retest study.

Autor: Prayer F; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Hofmanninger J; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Weber M; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Kifjak D; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Willenpart A; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Pan J; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Röhrich S; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Langs G; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria. Electronic address: georg.langs@meduniwien.ac.at., Prosch H; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.

Publikováno v: Methods (San Diego, Calif.) [Methods] 2021 Apr; Vol. 188, pp. 98-104. Date of Electronic Publication: 2020 Sep 04.