Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 황승용 | - |
dc.date.accessioned | 2018-03-12T08:36:47Z | - |
dc.date.available | 2018-03-12T08:36:47Z | - |
dc.date.issued | 2013-07 | - |
dc.identifier.citation | MOLECULAR & CELLULAR TOXICOLOGY, 권: 9, 호: 1, 페이지: 75-83 | en_US |
dc.identifier.issn | 1738-642X | - |
dc.identifier.uri | https://link.springer.com/article/10.1007%2Fs13273-013-0011-6 | - |
dc.identifier.uri | http://hdl.handle.net/20.500.11754/45581 | - |
dc.description.abstract | In this paper, we examine the model for a chemical exposure decision support algorithm. Our purpose is to suggest the model frame to describe possibility of exposure with low-dose VOC chemicals for long time under normal circumstances at working place. Forensic rhetoric terms, non-exclusion exposure suspicion (NES) and exclusion exposure suspicion (EES), were defined and various statistical methods were combined basis of Bayesian approach. Decision-tree (DT) methods of linear discriminant analysis (LDA), quadratic discriminant analysis (QDA), and naive Bayes model were evaluated to classify 3 VOCs (toluene, xylene, and ehtybenzene) by means of the results of urinary test, gene expression and methylation expression experiments. Overall procedure is conducted by leave-one-out cross-validation that error rate of NES resulted in 11%. | en_US |
dc.description.sponsorship | This work was supported by Korea Ministry of Environment as "Converging Technology Project" (grant code: 212-101-005). | en_US |
dc.language.iso | en | en_US |
dc.publisher | THE KOREAN SOCIETY OF TOXICOGENOMICS AND TOXICOPRPTEOMICS | en_US |
dc.subject | Decision supporting system | en_US |
dc.subject | Discriminant analysis | en_US |
dc.subject | VOC | en_US |
dc.subject | Cross-validation | en_US |
dc.title | Decision supporting frame to estimate chronic exposure suspicion to VOC chemicals using mixed statistical model | en_US |
dc.type | Article | en_US |
dc.relation.no | 1 | - |
dc.relation.volume | 9 | - |
dc.identifier.doi | 10.1007/s13273-013-0011-6 | - |
dc.relation.page | 75-83 | - |
dc.relation.journal | MOLECULAR & CELLULAR TOXICOLOGY | - |
dc.contributor.googleauthor | Kang, Byeong-Chul | - |
dc.contributor.googleauthor | An, Yu-Ri | - |
dc.contributor.googleauthor | Kang, Yeon-Kyung | - |
dc.contributor.googleauthor | Shin, Ga-Hee | - |
dc.contributor.googleauthor | Kim, Seung-Jun | - |
dc.contributor.googleauthor | Nam, Suk-Woo | - |
dc.contributor.googleauthor | Ryu, Jae-Chun | - |
dc.contributor.googleauthor | Park, Jun-Hyung | - |
dc.contributor.googleauthor | Hwang, Seong-Yong | - |
dc.relation.code | 2013006249 | - |
dc.sector.campus | S | - |
dc.sector.daehak | GRADUATE SCHOOL[S] | - |
dc.sector.department | DEPARTMENT OF BIONANOTECHNOLOGY | - |
dc.identifier.pid | syhwang | - |
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