DocumentCode
428806
Title
Automatic analysis of brain pathology based on image content
Author
Shao, Hong ; Cui, Wen-Cheng ; Zhao, Hong
Author_Institution
Software Center, Northeastern Univ., Shenyang, China
Volume
5
fYear
2004
fDate
10-13 Oct. 2004
Firstpage
4480
Abstract
Automatic analysis of brain pathology is an important research subject in the computer-aided diagnosis field and a hotspot with a bright future in medical image diagnosis technology. This work presents a survey on publications concerning this subject. The methods on automatic segmentation and recognition of brain tumor are introduced, which are mainly brought forward by Howard Medical School. Medical image registration and segmentation are basis technologies and important problems in pathological analysis, which are briefly reviewed. At last, an approach on automatic analysis of brain pathology based on atlas and template is presented according to the recent developments. The steps and technological problems are introduced.
Keywords
brain; image segmentation; medical image processing; tumours; automatic brain pathology analysis; automatic segmentation; brain tumor recognition; computer-aided diagnosis; image content; medical image diagnosis technology; Biomedical imaging; Brain; Clustering algorithms; Image analysis; Image registration; Image segmentation; Labeling; Medical diagnostic imaging; Neoplasms; Pathology;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2004 IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-8566-7
Type
conf
DOI
10.1109/ICSMC.2004.1401237
Filename
1401237
Link To Document