DocumentCode
2813541
Title
An XML-based process definition language for medical image understanding
Author
Zhao, Oa-Zhe ; Li, Wei ; Yang, Jin-Zhu
Author_Institution
Key Lab. of Med. Image, Comput. of Minist. of Educ., Univ. of Northeastern, Shenyang, China
Volume
1
fYear
2010
fDate
22-24 Oct. 2010
Abstract
Medical image understanding is a computing process of object recognition in medical image using computer vision, applied mathematics, signal analysis and artificial intelligence. This paper provides a medical image understanding process definition language (MPDL) which aims at solving the problem of object recognition in medical image and satisfying the requisition of stable and high precision medical image analysis software engineering. MPDL supports coding, debugging, maintenance and share of medical image understanding algorithm. A software component model of medical image understanding algorithm and a mechanism of mapping and synchronization between component and process node in medical image understanding process are represented. The method of validating a medical image understanding process definition is showed in addition. The rationality and applicability of this language is validated by a platform of medical image understanding algorithm development which uses MPDL.
Keywords
XML; artificial intelligence; computer vision; medical image processing; object recognition; object-oriented programming; software engineering; specification languages; MPDL; XML-based process definition language; applied mathematics; artificial intelligence; computer vision; medical image analysis software engineering; medical image understanding algorithm; medical image understanding process definition language; object recognition; signal analysis; software component model; Image segmentation; Medical diagnostic imaging; Robustness; Streaming media; Variable speed drives; XML; algorithm component; domain specific language; medical image understanding; process definition;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4244-7235-2
Electronic_ISBN
978-1-4244-7237-6
Type
conf
DOI
10.1109/ICCASM.2010.5619267
Filename
5619267
Link To Document