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Diffusion radiomics as a diagnostic model for atypical manifestation of primary central nervous system lymphoma: development and multicenter external validation

机译:扩散放射学作为原发性中枢神经系统淋巴瘤非典型表现的诊断模型:发育和多中心外部验证

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摘要

Background. Radiomics is a rapidly growing field in neuro-oncology, but studies have been limited to conventional MRI, and external validation is critically lacking. We evaluated technical feasibility, diagnostic performance, and generalizability of a diffusion radiomics model for identifying atypical primary central nervous system lymphoma (PCNSL) mimicking glioblastoma.
机译:背景。 Radiomics是神经肿瘤学领域中一个快速发展的领域,但是研究仅限于常规MRI,而且严重缺乏外部验证。我们评估了扩散放射学模型的技术可行性,诊断性能和推广性,以鉴定非典型原发性中枢神经系统淋巴瘤(PCNSL)模仿胶质母细胞瘤。

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  • 来源
    《Neuro-Oncology》 |2018年第9期|1251-1261|共11页
  • 作者单位

    Univ Ulsan, Coll Med, Asan Med Ctr, Dept Radiol, 43 Olymp Ro 88, Seoul 05505, South Korea;

    Univ Ulsan, Coll Med, Asan Med Ctr, Dept Radiol, 43 Olymp Ro 88, Seoul 05505, South Korea;

    Univ Ulsan, Coll Med, Asan Med Ctr, Dept Neurosurg, Seoul, South Korea;

    Univ Ulsan, Coll Med, Asan Med Ctr, Dept Neurosurg, Seoul, South Korea;

    Univ Ulsan, Coll Med, Asan Med Ctr, Dept Radiol, 43 Olymp Ro 88, Seoul 05505, South Korea;

    Univ Ulsan, Coll Med, Asan Med Ctr, Dept Radiol, 43 Olymp Ro 88, Seoul 05505, South Korea;

    Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea;

    Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea;

    Univ Ulsan, Coll Med, Asan Med Ctr, Dept Radiol, 43 Olymp Ro 88, Seoul 05505, South Korea;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    atypical; diffusion-weighted imaging; magnetic resonance imaging; radiomics; primary central nervous system lymphoma;

    机译:非典型;弥散加权成像;磁共振成像;放射学;原发性中枢神经系统淋巴瘤;

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