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Comparing two approaches for aligning representations of anatomy
Zhang, Songmao; Mork, Peter; Bodenreider, Olivier; Bernstein, Philip A.
2007-03-01
Source PublicationARTIFICIAL INTELLIGENCE IN MEDICINE
ISSN0933-3657
Volume39Issue:3Pages:227-236
AbstractObjective: To analyze the comparison, through their results, of two distinct approaches applied to aligning two representations of anatomy. Materials: Both approaches use a combination of lexical and structural techniques. In addition, the first approach takes advantage of domain knowledge, while the second approach treats alignment as a special case of schema matching. The same versions of FMA and GALEN were aligned by each approach. Two thousand one hundred and ninety-nine concept matches were obtained by both approaches. Methods and results: For matches identified by one approach only (337 and 336, respectively), we analyzed the reasons that caused the other approach to fail. Conclusions: The first approach could be improved by addressing partial lexical matches and identifying matches based solely on structural similarity. The second approach may be improved by taking into account synonyms in FMA and identifying semantic mismatches. However, only 33% of the possible one-to-one matches among anatomical concepts were identified by the two approaches together. New directions need to be explored in order to handle more complex matches. (c) 2007 Elsevier B.V. All rights reserved.
Keywordontology anatomy Foundational Model Anatomy (FMA) GALEN ontology alignment
DOI10.1016/j.artmed.2006.12.002
Language英语
WOS Research AreaComputer Science ; Engineering ; Medical Informatics
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Biomedical ; Medical Informatics
WOS IDWOS:000246657200005
PublisherELSEVIER SCIENCE BV
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Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/4522
Collection数学所
Corresponding AuthorBodenreider, Olivier
Affiliation1.Natl Lib Med, NIH, Bethesda, MD 20892 USA
2.Microsoft Res, Redmond, WA USA
3.Mitre Corp, Mclean, VA USA
4.Chinese Acad Sci, Acad Math & Syst Sci, Math Inst, Beijing, Peoples R China
Recommended Citation
GB/T 7714
Zhang, Songmao,Mork, Peter,Bodenreider, Olivier,et al. Comparing two approaches for aligning representations of anatomy[J]. ARTIFICIAL INTELLIGENCE IN MEDICINE,2007,39(3):227-236.
APA Zhang, Songmao,Mork, Peter,Bodenreider, Olivier,&Bernstein, Philip A..(2007).Comparing two approaches for aligning representations of anatomy.ARTIFICIAL INTELLIGENCE IN MEDICINE,39(3),227-236.
MLA Zhang, Songmao,et al."Comparing two approaches for aligning representations of anatomy".ARTIFICIAL INTELLIGENCE IN MEDICINE 39.3(2007):227-236.
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