Computational Anatomy : An Approach of Pattern Recognition and Media Understanding in Medical Imaging

SATO Yoshinobu

Bibliographic Information

Other Title

計算解剖学 : 医用画像におけるパターン認識・メディア理解のアプローチ

Description

A five-year project "Computation Anatomy for Computer-Aided Diagnosis and Therapy: Frontiers of Medical Image Sciences" (PI: Prof. Hidefumi Kobatake) started from 2009 as a project of Grant-in-Aid for Scientific Research on Innovative Areas, MEXT, Japan. "Computational Anatomy" is a recently emerged discipline based on highly-developed medical imaging and information technologies, aiming at the followings: (1) Computational modeling of anatomical structures, which are typically represented as statistical atlases. (2) Investigation towards complete understanding of medical images using computational anatomy models. (3) Applications of computational anatomy models to clinical medicine and medical education. To attain the research objectives, basic methods in pattern recognition and media understanding (PRMU) such as machine learning and shape analysis will play an important role. This talk will aim at providing opportunities of motivating and calling attention of basic image analysis researchers to computational anatomy by discussing research subjects of computational anatomy from the viewpoint of PRMU.

Journal

Technical report of IEICE. PRMU

Technical report of IEICE. PRMU 111 (48), 37-, 2011-05-12

The Institute of Electronics, Information and Communication Engineers

Keywords

Details 詳細情報について

CRID: 1570291227111124864

NII Article ID: 110008726259

NII Book ID: AN10541106

Text Lang: ja

Data Source

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