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A deep learning model for classification of chondroid tumors on CT images.

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Title: A deep learning model for classification of chondroid tumors on CT images.
Authors: Gassert FG; Department of Radiology and Biomedical Imaging, University of California San Francisco, 505 Parnassus Ave, San Francisco, CA, 94143, USA.; Department of Radiology, Klinikum Rechts der Isar, School of Medicine and Health, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany., Lang D; Institute of Radiation Medicine, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.; Department of Radiation Oncology, School of Medicine and Health, Klinikum Rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany., Hesse N; Department of Radiology, LMU University Hospital, LMU Munich, Marchioninistraße 13, 80337, Munich, Germany., Dürr HR; Orthopaedic Oncology, Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), LMU Klinikum, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany., Klein A; Orthopaedic Oncology, Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), LMU Klinikum, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany., Kohll L; Department of Radiology, Klinikum Rechts der Isar, School of Medicine and Health, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany., Hinterwimmer F; Department of Orthopaedics and Sports Orthopaedics, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany.; Institute for AI and Informatics in Medicine, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Munich, Germany., Luitjens J; Department of Radiology, LMU University Hospital, LMU Munich, Marchioninistraße 13, 80337, Munich, Germany., Weissinger S; Department of Radiology, LMU University Hospital, LMU Munich, Marchioninistraße 13, 80337, Munich, Germany., Peeken JC; Institute of Radiation Medicine, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.; Department of Radiation Oncology, School of Medicine and Health, Klinikum Rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany., Mogler C; Department of Pathology, Klinikum Rechts der Isar, School of Medicine and Health, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany., Knebel C; Department of Orthopaedics and Sports Orthopaedics, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany., Bartzsch S; Institute of Radiation Medicine, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.; Department of Radiation Oncology, School of Medicine and Health, Klinikum Rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany., Gassert FT; Department of Radiology, Klinikum Rechts der Isar, School of Medicine and Health, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany. florian.gassert@tum.de., Gersing AS; Department of Radiology and Biomedical Imaging, University of California San Francisco, 505 Parnassus Ave, San Francisco, CA, 94143, USA. alexandra.gersing@med.uni-muenchen.de.; Department of Neuroradiology, LMU University Hospital, LMU Munich, Marchioninistraße 13, 80337, Munich, Germany. alexandra.gersing@med.uni-muenchen.de.
Source: BMC cancer [BMC Cancer] 2025 Mar 28; Vol. 25 (1), pp. 561. Date of Electronic Publication: 2025 Mar 28.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967800 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2407 (Electronic) Linking ISSN: 14712407 NLM ISO Abbreviation: BMC Cancer Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Gassert+FG%22">Gassert FG</searchLink>; Department of Radiology and Biomedical Imaging, University of California San Francisco, 505 Parnassus Ave, San Francisco, CA, 94143, USA.; Department of Radiology, Klinikum Rechts der Isar, School of Medicine and Health, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Lang+D%22">Lang D</searchLink>; Institute of Radiation Medicine, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.; Department of Radiation Oncology, School of Medicine and Health, Klinikum Rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Hesse+N%22">Hesse N</searchLink>; Department of Radiology, LMU University Hospital, LMU Munich, Marchioninistraße 13, 80337, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Dürr+HR%22">Dürr HR</searchLink>; Orthopaedic Oncology, Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), LMU Klinikum, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Klein+A%22">Klein A</searchLink>; Orthopaedic Oncology, Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), LMU Klinikum, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Kohll+L%22">Kohll L</searchLink>; Department of Radiology, Klinikum Rechts der Isar, School of Medicine and Health, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Hinterwimmer+F%22">Hinterwimmer F</searchLink>; Department of Orthopaedics and Sports Orthopaedics, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany.; Institute for AI and Informatics in Medicine, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Luitjens+J%22">Luitjens J</searchLink>; Department of Radiology, LMU University Hospital, LMU Munich, Marchioninistraße 13, 80337, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Weissinger+S%22">Weissinger S</searchLink>; Department of Radiology, LMU University Hospital, LMU Munich, Marchioninistraße 13, 80337, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Peeken+JC%22">Peeken JC</searchLink>; Institute of Radiation Medicine, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.; Department of Radiation Oncology, School of Medicine and Health, Klinikum Rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Mogler+C%22">Mogler C</searchLink>; Department of Pathology, Klinikum Rechts der Isar, School of Medicine and Health, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Knebel+C%22">Knebel C</searchLink>; Department of Orthopaedics and Sports Orthopaedics, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Bartzsch+S%22">Bartzsch S</searchLink>; Institute of Radiation Medicine, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.; Department of Radiation Oncology, School of Medicine and Health, Klinikum Rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Gassert+FT%22">Gassert FT</searchLink>; Department of Radiology, Klinikum Rechts der Isar, School of Medicine and Health, Technical University of Munich, Ismaninger Strasse 22, 81675, Munich, Germany. florian.gassert@tum.de.<br /><searchLink fieldCode="AU" term="%22Gersing+AS%22">Gersing AS</searchLink>; Department of Radiology and Biomedical Imaging, University of California San Francisco, 505 Parnassus Ave, San Francisco, CA, 94143, USA. alexandra.gersing@med.uni-muenchen.de.; Department of Neuroradiology, LMU University Hospital, LMU Munich, Marchioninistraße 13, 80337, Munich, Germany. alexandra.gersing@med.uni-muenchen.de.
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