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 :
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