學術產出-Periodical Articles

Article View/Open

Publication Export

Google ScholarTM

政大圖書館

Citation Infomation

  • No doi shows Citation Infomation
題名 Is a Medical Examination Necessary? Analysis of Medical Examination Transactions through Association Mining Using Multiple Minimum Supports
作者 林湘霖
Wang, Chen-Shu;Lin, Shiang-Lin;Chiu, Hui-Chu;Juan, Chun-Jung;He, Xin-Yu;Ting, I-Hsien
Lin, Shiang-Lin
貢獻者 資管博六
日期 2017-10
上傳時間 24-Jan-2019 12:39:46 (UTC+8)
摘要 The analytical results induced fifteen representative frequent patterns, these frequent patterns are consists with physicians domain knowledge, and are found very helpful to the existing clinical treatments. Furthermore, compared to the traditional Apriori algorithm, extra 3 to 4 frequent patterns are found via our proposed analysis architecture on average. In additional, compared the performance of stand-alone and map reduce architecture of the proposed architecture, the implementation of our proposed method with three reduces was 12.3% faster in terms of the implementation-time efficiency. Our method may prove extremely helpful in improving doctor-patient relationships and overall health care quality.
關聯 Journal of Medical Imaging and Health Informatics, Vol.7, No.6, pp.1399-1408
資料類型 article
DOI https://doi.org/10.1166/jmihi.2017.2254
dc.contributor 資管博六-
dc.creator (作者) 林湘霖-
dc.creator (作者) Wang, Chen-Shu;Lin, Shiang-Lin;Chiu, Hui-Chu;Juan, Chun-Jung;He, Xin-Yu;Ting, I-Hsien-
dc.creator (作者) Lin, Shiang-Lin-
dc.date (日期) 2017-10-
dc.date.accessioned 24-Jan-2019 12:39:46 (UTC+8)-
dc.date.available 24-Jan-2019 12:39:46 (UTC+8)-
dc.date.issued (上傳時間) 24-Jan-2019 12:39:46 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/122162-
dc.description.abstract (摘要) The analytical results induced fifteen representative frequent patterns, these frequent patterns are consists with physicians domain knowledge, and are found very helpful to the existing clinical treatments. Furthermore, compared to the traditional Apriori algorithm, extra 3 to 4 frequent patterns are found via our proposed analysis architecture on average. In additional, compared the performance of stand-alone and map reduce architecture of the proposed architecture, the implementation of our proposed method with three reduces was 12.3% faster in terms of the implementation-time efficiency. Our method may prove extremely helpful in improving doctor-patient relationships and overall health care quality.-
dc.format.extent 147 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Journal of Medical Imaging and Health Informatics, Vol.7, No.6, pp.1399-1408-
dc.title (題名) Is a Medical Examination Necessary? Analysis of Medical Examination Transactions through Association Mining Using Multiple Minimum Supports-
dc.type (資料類型) article-
dc.doi.uri (DOI) https://doi.org/10.1166/jmihi.2017.2254-