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Machine learning vs. radiomics for discriminating atypical cartilaginous tumors from benign enchondromas on MRI.

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Title: Machine learning vs. radiomics for discriminating atypical cartilaginous tumors from benign enchondromas on MRI.
Authors: Joham SJ; Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Auenbruggerplatz 2/V, 8036, Graz, Austria., Woltsche JN; Department of Orthopaedics and Trauma, Medical University of Graz, Graz, Austria., Szolar D; Diagnostikum Graz, Graz, Austria., Leithner A; Department of Orthopaedics and Trauma, Medical University of Graz, Graz, Austria., Urschler M; Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Auenbruggerplatz 2/V, 8036, Graz, Austria. martin.urschler@medunigraz.at., Smolle MA; Department of Orthopaedics and Trauma, Medical University of Graz, Graz, Austria.
Source: Biomedical engineering online [Biomed Eng Online] 2026 Mar 24; Vol. 25 (1). Date of Electronic Publication: 2026 Mar 24.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101147518 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-925X (Electronic) Linking ISSN: 1475925X NLM ISO Abbreviation: Biomed Eng Online Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning vs. radiomics for discriminating atypical cartilaginous tumors from benign enchondromas on MRI.
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  Data: <searchLink fieldCode="AU" term="%22Joham+SJ%22">Joham SJ</searchLink>; Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Auenbruggerplatz 2/V, 8036, Graz, Austria.<br /><searchLink fieldCode="AU" term="%22Woltsche+JN%22">Woltsche JN</searchLink>; Department of Orthopaedics and Trauma, Medical University of Graz, Graz, Austria.<br /><searchLink fieldCode="AU" term="%22Szolar+D%22">Szolar D</searchLink>; Diagnostikum Graz, Graz, Austria.<br /><searchLink fieldCode="AU" term="%22Leithner+A%22">Leithner A</searchLink>; Department of Orthopaedics and Trauma, Medical University of Graz, Graz, Austria.<br /><searchLink fieldCode="AU" term="%22Urschler+M%22">Urschler M</searchLink>; Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Auenbruggerplatz 2/V, 8036, Graz, Austria. martin.urschler@medunigraz.at.<br /><searchLink fieldCode="AU" term="%22Smolle+MA%22">Smolle MA</searchLink>; Department of Orthopaedics and Trauma, Medical University of Graz, Graz, Austria.
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  Data: <searchLink fieldCode="JN" term="%22101147518%22">Biomedical engineering online</searchLink> [Biomed Eng Online] 2026 Mar 24; Vol. 25 (1). <i>Date of Electronic Publication: </i>2026 Mar 24.
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