Topological Data Analysis for Medical Images

• KOTOKU Jun’ichi

  Teikyo University

Bibliographic Information

Other Title

• トポロジカルデータ解析の基礎と医療応用

Abstract

Topological data analysis, focusing on the topological features of the subject, is spreading into various fields in cooperation with computer science. In this paper, we introduce the application of this theory to medical image analysis after describing the outline of persistent homology, which is the main tool in topological data analysis.

Journal

• Medical Imaging Technology

  Medical Imaging Technology 38 (1), 27-32, 2020-01-25

  The Japanese Society of Medical Imaging Technology

Keywords

• topological data analysis
• homology
• machine learning

Details

• CRID: 1390283659850467072
• NII Article ID: 130007796414
• DOI: 10.11409/mit.38.27
• ISSN: 21853193
• ISSN: 0288450X
• Web Site: https://search.jamas.or.jp/link/ui/2020187632
• Text Lang: ja
• Data Source:
  • JaLC
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed