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Radiomics and machine learning may accurately predict the grade and histological subtype in meningiomas using conventional and diffusion tensor imaging.
Park, Yae Won; Oh, Jongmin; You, Seng Chan; Han, Kyunghwa; Ahn, Sung Soo; Choi, Yoon Seong; Chang, Jong Hee; Kim, Se Hoon; Lee, Seung-Koo.
Afiliação
  • Park YW; Department of Radiology, Ewha Womans University College of Medicine, Seoul, South Korea.
  • Oh J; Department of Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, South Korea.
  • You SC; Department of Convergence Medicine, Ewha Womans University College of Medicine, Seoul, South Korea.
  • Han K; Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, South Korea.
  • Ahn SS; Department of Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, South Korea.
  • Choi YS; Department of Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, South Korea. sungsoo@yuhs.ac.
  • Chang JH; Department of Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, South Korea.
  • Kim SH; Department of Neurosurgery, Yonsei University College of Medicine, Seoul, South Korea.
  • Lee SK; Department of Pathology, Yonsei University College of Medicine, Seoul, South Korea.
Eur Radiol ; 29(8): 4068-4076, 2019 Aug.
Article em En | MEDLINE | ID: mdl-30443758
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Imagem de Tensor de Difusão / Aprendizado de Máquina / Neoplasias Meníngeas / Meningioma Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2019 Tipo de documento: Article
Texto completo
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PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Imagem de Tensor de Difusão / Aprendizado de Máquina / Neoplasias Meníngeas / Meningioma Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2019 Tipo de documento: Article