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Initial optimized prescription of Chinese herb medicine for unstable angina (UA).<jats:italic>Methods<\/jats:italic>. Based on partially observable Markov decision process model (POMDP), we choose hospitalized patients of 3 syndrome elements, such as<jats:italic>qi<\/jats:italic>deficiency, blood stasis, and turbid phlegm for the data mining, analysis, and objective evaluation of the diagnosis and treatment of UA at a deep level in order to optimize the prescription of Chinese herb medicine for UA.<jats:italic>Results<\/jats:italic>. The recommended treatment options of UA for<jats:italic>qi<\/jats:italic>deficiency, blood stasis, and phlegm syndrome patients were as follows: Milkvetch Root\u2009+\u2009Tangshen\u2009+\u2009Indian Bread\u2009+\u2009Largehead Atractylodes Rhizome (<mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M1\"><mml:mtext>ADR<\/mml:mtext><mml:mo>=<\/mml:mo><mml:mn>0.96630<\/mml:mn><\/mml:math>); Danshen Root\u2009+\u2009Chinese Angelica\u2009+\u2009Safflower\u2009+\u2009Red Peony Root\u2009+\u2009Szechwan Lovage Rhizome Orange Fruit (<mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M2\"><mml:mtext>ADR<\/mml:mtext><mml:mo>=<\/mml:mo><mml:mn>0.76<\/mml:mn><\/mml:math>); Snakegourd Fruit\u2009+\u2009Longstamen Onion Bulb\u2009+\u2009Pinellia Tuber\u2009+\u2009Dried Tangerine peel\u2009+\u2009Largehead Atractylodes Rhizome\u2009+\u2009Platycodon Root (<mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M3\"><mml:mtext>ADR<\/mml:mtext><mml:mo>=<\/mml:mo><mml:mn>0.658568<\/mml:mn><\/mml:math>).<jats:italic>Conclusion<\/jats:italic>. This study initially optimized prescriptions for UA based on POMDP, which can be used as a reference for further development of UA prescription in Chinese herb medicine.<\/jats:p>","DOI":"10.1155\/2013\/532534","type":"journal-article","created":{"date-parts":[[2013,9,3]],"date-time":"2013-09-03T17:07:50Z","timestamp":1378228070000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Optimizing Prescription of Chinese Herbal Medicine for Unstable Angina Based on Partially Observable Markov Decision Process"],"prefix":"10.1155","volume":"2013","author":[{"given":"Yan","family":"Feng","sequence":"first","affiliation":[{"name":"Department of General Practice, Anzhen Hospital, Capital Medical University, Beijing 100029, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Qiu","sequence":"additional","affiliation":[{"name":"Department of Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing 100091, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuezhong","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yixin","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of General Practice, Anzhen Hospital, Capital Medical University, Beijing 100029, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hao","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing 100091, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Baoyan","family":"Liu","sequence":"additional","affiliation":[{"name":"China Academy of Chinese Medical Sciences, Beijing 100700, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"year":"2001","key":"1"},{"year":"1971","key":"2"},{"issue":"5","key":"3","doi-asserted-by":"crossref","first-page":"1071","DOI":"10.1287\/opre.21.5.1071","volume":"21","year":"1973","journal-title":"Operations Research"},{"issue":"2","key":"4","doi-asserted-by":"crossref","first-page":"282","DOI":"10.1287\/opre.26.2.282","volume":"26","year":"1978","journal-title":"Operations Research"},{"issue":"4","key":"5","first-page":"295","volume":"35","year":"2007","journal-title":"Chinese Medical Journal"},{"issue":"5","key":"6","first-page":"257","volume":"11","year":"1991","journal-title":"Chinese Journal of Integrated Traditional and Western Medicine"},{"year":"2001","key":"7"},{"year":"2007","key":"8"},{"year":"2002","key":"9"},{"issue":"1","key":"10","first-page":"22","volume":"10","year":"2008","journal-title":"World Science and Technology: Modernization of Traditional Chinese Medcine"},{"issue":"9","key":"11","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1007\/s11655-011-0842-8","volume":"17","year":"2011","journal-title":"Chinese Journal of Integrative Medicine"},{"issue":"9","key":"12","doi-asserted-by":"crossref","first-page":"655","DOI":"10.1007\/s11655-011-0841-9","volume":"17","year":"2011","journal-title":"Chinese Journal of Integrative Medicine"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1007\/s11655-011-0859-z"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1007\/s11655-011-0860-6"},{"issue":"4","key":"15","first-page":"436","volume":"24","year":"2007","journal-title":"Chinese Journal of Health Statistics"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1016\/S0933-3657(99)00042-1"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1080.0614"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1177\/0272989X11416513"}],"container-title":["Evidence-Based Complementary and Alternative Medicine"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/ecam\/2013\/532534.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/ecam\/2013\/532534.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/ecam\/2013\/532534.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T17:15:39Z","timestamp":1498065339000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/ecam\/2013\/532534\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"references-count":18,"alternative-id":["532534","532534"],"URL":"https:\/\/doi.org\/10.1155\/2013\/532534","relation":{},"ISSN":["1741-427X","1741-4288"],"issn-type":[{"type":"print","value":"1741-427X"},{"type":"electronic","value":"1741-4288"}],"subject":[],"published":{"date-parts":[[2013]]}}}