Cited 0 times in
통계적 패턴 분류법과 패턴 매칭을 이용한 유방영상의 미세석회화 검출
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 김덕원 | - |
dc.contributor.author | 김은경 | - |
dc.date.accessioned | 2020-07-06T16:58:02Z | - |
dc.date.available | 2020-07-06T16:58:02Z | - |
dc.date.issued | 1997 | - |
dc.identifier.issn | 1229-0807 | - |
dc.identifier.uri | https://ir.ymlib.yonsei.ac.kr/handle/22282913/178039 | - |
dc.description.abstract | The early detection of breast cancer is clearly a key ingredient for reducing breast cancer mortality. Microcalcification is the only visible feature of the DCIS's(ductal carcinoma in situ) which consist 15 ~ 20% of screening-detected breast cancer. Therefore, the analysis of the shapes and distributions of microcalcifications is very significant for the early detection. The automatic detection procedures have b(:on the concern of digital image processing for many years. We proposed here one efficient method which is essentially statistical pattern classification accelerated by one representative feature, correlation coefficient. We compared the results by this additional feature with results by a simple gray level thresholding. The average detection rate was increased from 48% by gray level feature only to 83% by the proposed method The performances were evaluated with TP rates and FP counts, and also with Bayes errors. | - |
dc.description.statementOfResponsibility | open | - |
dc.language | Korean | - |
dc.publisher | The Korea Society of Medical and Biological Engineering | - |
dc.relation.isPartOf | Journal of Biomedical Engineering Research (의공학회지) | - |
dc.rights | CC BY-NC-ND 2.0 KR | - |
dc.title | 통계적 패턴 분류법과 패턴 매칭을 이용한 유방영상의 미세석회화 검출 | - |
dc.title.alternative | Detection of Mammographic Microcalcifications by Statistical Pattern Classification 81 Pattern Matching | - |
dc.type | Article | - |
dc.contributor.college | College of Medicine (의과대학) | - |
dc.contributor.department | Dept. of Medical Engineering (의학공학교실) | - |
dc.contributor.googleauthor | 양윤석 | - |
dc.contributor.googleauthor | 김덕원 | - |
dc.contributor.googleauthor | 김은경 | - |
dc.contributor.localId | A00376 | - |
dc.contributor.localId | A00801 | - |
dc.relation.journalcode | J01263 | - |
dc.contributor.alternativeName | Kim, Deok Won | - |
dc.contributor.affiliatedAuthor | 김덕원 | - |
dc.contributor.affiliatedAuthor | 김은경 | - |
dc.citation.volume | 18 | - |
dc.citation.number | 4 | - |
dc.citation.startPage | 357 | - |
dc.citation.endPage | 363 | - |
dc.identifier.bibliographicCitation | Journal of Biomedical Engineering Research (의공학회지), Vol.18(4) : 357-363, 1997 | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.