Possibility of Integrated Data Mining of Clinical Data
In this paper, we introduce integrated data mining. Because of recent rapid progress in medical science as well as clinical diagnosis and treatment, integrated and cooperative research among medical researchers, biology, engineering, cultural science, and sociology is required. Therefore, we propose...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Ubiquity Press
2007-03-01
|
| Series: | Data Science Journal |
| Subjects: | |
| Online Access: | http://datascience.codata.org/articles/396 |
| _version_ | 1818365372765569024 |
|---|---|
| author | Akinori Abe Norihiro Hagita Michiko Furutani Yoshiyuki Furutani Rumiko Matsuoka |
| author_facet | Akinori Abe Norihiro Hagita Michiko Furutani Yoshiyuki Furutani Rumiko Matsuoka |
| author_sort | Akinori Abe |
| collection | DOAJ |
| description | In this paper, we introduce integrated data mining. Because of recent rapid progress in medical science as well as clinical diagnosis and treatment, integrated and cooperative research among medical researchers, biology, engineering, cultural science, and sociology is required. Therefore, we propose a framework called Cyber Integrated Medical Infrastructure (CIMI). Within this framework, we can deal with various types of data and consequently need to integrate those data prior to analysis. In this study, for medical science, we analyze the features and relationships among various types of data and show the possibility of integrated data mining. |
| first_indexed | 2024-12-13T22:19:13Z |
| format | Article |
| id | doaj.art-749dee26e2f64b1295ce05befcc1ed34 |
| institution | Directory Open Access Journal |
| issn | 1683-1470 |
| language | English |
| last_indexed | 2024-12-13T22:19:13Z |
| publishDate | 2007-03-01 |
| publisher | Ubiquity Press |
| record_format | Article |
| series | Data Science Journal |
| spelling | doaj.art-749dee26e2f64b1295ce05befcc1ed342022-12-21T23:29:25ZengUbiquity PressData Science Journal1683-14702007-03-01610.2481/dsj.6.S104398Possibility of Integrated Data Mining of Clinical DataAkinori Abe0Norihiro Hagita1Michiko Furutani2Yoshiyuki Furutani3Rumiko Matsuoka4International Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPAN ATR Knowledge Science Laboratories, 2-2-2, Hikaridai, Seika-cho, Soraku-gun, Kyoto 619-0288 JAPANInternational Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPAN ATR Intelligent Robotics and Communication Laboratories, 2-2-2, Hikaridai, Seika-cho, Soraku-gun, Kyoto 619-0288 JAPANInternational Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPANInternational Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPANInternational Research and Educational Institute for Integrated Medical Science (IREIIMS), Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo 162-8666 JAPANIn this paper, we introduce integrated data mining. Because of recent rapid progress in medical science as well as clinical diagnosis and treatment, integrated and cooperative research among medical researchers, biology, engineering, cultural science, and sociology is required. Therefore, we propose a framework called Cyber Integrated Medical Infrastructure (CIMI). Within this framework, we can deal with various types of data and consequently need to integrate those data prior to analysis. In this study, for medical science, we analyze the features and relationships among various types of data and show the possibility of integrated data mining.http://datascience.codata.org/articles/396Integrated data miningClinical dataInfluential dataDecision treeCyber Integrated Medical Infrastructure (CIMI) |
| spellingShingle | Akinori Abe Norihiro Hagita Michiko Furutani Yoshiyuki Furutani Rumiko Matsuoka Possibility of Integrated Data Mining of Clinical Data Data Science Journal Integrated data mining Clinical data Influential data Decision tree Cyber Integrated Medical Infrastructure (CIMI) |
| title | Possibility of Integrated Data Mining of Clinical Data |
| title_full | Possibility of Integrated Data Mining of Clinical Data |
| title_fullStr | Possibility of Integrated Data Mining of Clinical Data |
| title_full_unstemmed | Possibility of Integrated Data Mining of Clinical Data |
| title_short | Possibility of Integrated Data Mining of Clinical Data |
| title_sort | possibility of integrated data mining of clinical data |
| topic | Integrated data mining Clinical data Influential data Decision tree Cyber Integrated Medical Infrastructure (CIMI) |
| url | http://datascience.codata.org/articles/396 |
| work_keys_str_mv | AT akinoriabe possibilityofintegrateddataminingofclinicaldata AT norihirohagita possibilityofintegrateddataminingofclinicaldata AT michikofurutani possibilityofintegrateddataminingofclinicaldata AT yoshiyukifurutani possibilityofintegrateddataminingofclinicaldata AT rumikomatsuoka possibilityofintegrateddataminingofclinicaldata |