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To this effect, a web-based public interactive database comprising the key parameters which influence the fate and destiny of mammalian MSCs has been constructed and analyzed using Classification Association Rule Mining (CARM) as a data-mining technique. The results show that the proposed approach is technically feasible and performs well with respect to the accuracy of (classification) prediction. Key rules mined from the constructed MSC database are consistent with experimental observations, indicating the validity of the method developed and the first step in the application of data mining to the study of MSCs. <\/jats:p>","DOI":"10.1142\/s0219720009004424","type":"journal-article","created":{"date-parts":[[2009,12,8]],"date-time":"2009-12-08T04:36:16Z","timestamp":1260246976000},"page":"905-930","source":"Crossref","is-referenced-by-count":1,"title":["ANALYSIS OF MESENCHYMAL STEM CELL DIFFERENTIATION <i>IN VITRO<\/i> USING CLASSIFICATION ASSOCIATION RULE MINING"],"prefix":"10.1142","volume":"07","author":[{"given":"WEIQI","family":"WANG","sequence":"first","affiliation":[{"name":"Department of Engineering Science, Parks Road, University of Oxford, OX1 3PJ, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"YANBO JUSTIN","family":"WANG","sequence":"additional","affiliation":[{"name":"Information Management Center, China Minsheng Banking Corporation Limited, Room 606, Building No. 8, 1 Zhongguancun Nandajie, Beijing, 100873, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"REN\u00c9","family":"BA\u00d1ARES-ALC\u00c1NTARA","sequence":"additional","affiliation":[{"name":"Department of Engineering Science, Parks Road, University of Oxford, OX1 3PJ, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"FRANS","family":"COENEN","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Liverpool, Ashton Building, Ashton Street, Liverpool, L69 3BX, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"ZHANFENG","family":"CUI","sequence":"additional","affiliation":[{"name":"Department of Engineering Science, Parks Road, University of Oxford, OX1 3PJ, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacc.2005.07.055"},{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1023\/B:ABME.0000007800.89194.95"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1016\/j.exphem.2004.04.001"},{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1126\/science.284.5411.143"},{"key":"rf5","doi-asserted-by":"publisher","DOI":"10.1007\/s00776-003-0702-2"},{"key":"rf6","doi-asserted-by":"publisher","DOI":"10.1186\/ar614"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1080\/14653240600920782"},{"key":"rf8","doi-asserted-by":"publisher","DOI":"10.1182\/blood-2002-07-2104"},{"key":"rf9","doi-asserted-by":"publisher","DOI":"10.1038\/nrm1858"},{"key":"rf10","doi-asserted-by":"publisher","DOI":"10.1111\/j.1432-0436.2006.00139.x"},{"key":"rf11","doi-asserted-by":"publisher","DOI":"10.1359\/jbmr.1997.12.10.1606"},{"key":"rf12","doi-asserted-by":"publisher","DOI":"10.1006\/excr.1995.1221"},{"key":"rf13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neulet.2005.05.025"},{"key":"rf14","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-0609.2005.00611.x"},{"key":"rf15","doi-asserted-by":"publisher","DOI":"10.1634\/stemcells.19-3-180"},{"key":"rf16","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4652(199603)166:3<585::AID-JCP13>3.0.CO;2-6"},{"key":"rf17","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-2141.1997.902904.x"},{"key":"rf18","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2006.02.005"},{"key":"rf19","volume-title":"C4.5: Programs for Machine Learning","author":"Quinlan J. 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