An Introduction to Radiomics: Toward a New Era of Precision Medicine

• NAKAMOTO Takahiro

  The University of Tokyo Hospital

• HAGA Akihiro

  The University of Tokyo Hospital Tokushima University

• TAKAHASHI Wataru

  The University of Tokyo Hospital

Bibliographic Information

Other Title

• Radiomics入門
• Radiomics ニュウモン

Abstract

Recently, in a medical field, quantitative data mining is a hot topic for performing a precision (or personalized) medicine. Although a molecular biological data has been mainly utilized for data mining in this field, medical images are also important minable data. Radiomics is a comprehensive analysis methodology for describing tumor phenotypes or molecular biological expressions (e.g. genotypes) using minable feature extracted from a large number of medical images. In this review paper, we introduce to a framework of the radiomics.

Journal

• Japanese Journal of Medical Physics (Igakubutsuri)

  Japanese Journal of Medical Physics (Igakubutsuri) 38 (3), 129-134, 2018-12-25

  Japan Society of Medical Physics

Keywords

• radiomics
• precision medicine
• data mining
• radiomic feature
• machine learning

Details

• CRID: 1390001288101788544
• NII Article ID: 130007550535
• NII Book ID: AA11580542
• DOI: 10.11323/jjmp.38.3_129
• ISSN: 21869634
• ISSN: 13455354
• NDL BIB ID: 029459837
• PubMed: 30584215
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I029459837
• Web Site: https://search.jamas.or.jp/link/ui/2019228008
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • PubMed
  • CiNii Articles
  • KAKEN
  • Crossref
• Abstract License Flag: Disallowed