Victoria López, Diego Urgelés, Óscar Sánchez, Gabriel Valverde
{"title":"医疗保健和社会科学中的大数据:Bip4Cast作为CAD系统","authors":"Victoria López, Diego Urgelés, Óscar Sánchez, Gabriel Valverde","doi":"10.4018/IJISSC.2017070101","DOIUrl":null,"url":null,"abstract":"HealthcareprovidersandpayersareincreasinglyturningtoBigDataandanalytics,tohelpthem understandtheirpatientsandthecontextoftheirillnessesinmoredetail.Industryleadersareexploring/ usingBigDatatoreducecosts,increaseefficiencyandimprovepatientcare.Thenextfutureisan innovativeapproachtoimprovingpatientaccessusingleanmethodsandpredictiveanalytics.Social sciencesareverymuchrelatedtohealthcareandbothareasdevelopinaparallelway.Inthisarticle, weintroduceoneexampleofapplication:Bip4cast(abipolardisorderCADsystem).Thispapershows howBip4castdealswithdifferentdatasourcestoenrichtheknowledgeandimprovepredictiveanalysis. KeywoRDS Actigraph, Analytics, Big Data, Bipolar Disorder, CAD, Data Integration, Expert System, Healthcare, Monitoring","PeriodicalId":371573,"journal":{"name":"Int. J. Inf. Syst. Soc. Chang.","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Big Data in Healthcare and Social Sciences: Bip4Cast as a CAD system\",\"authors\":\"Victoria López, Diego Urgelés, Óscar Sánchez, Gabriel Valverde\",\"doi\":\"10.4018/IJISSC.2017070101\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"HealthcareprovidersandpayersareincreasinglyturningtoBigDataandanalytics,tohelpthem understandtheirpatientsandthecontextoftheirillnessesinmoredetail.Industryleadersareexploring/ usingBigDatatoreducecosts,increaseefficiencyandimprovepatientcare.Thenextfutureisan innovativeapproachtoimprovingpatientaccessusingleanmethodsandpredictiveanalytics.Social sciencesareverymuchrelatedtohealthcareandbothareasdevelopinaparallelway.Inthisarticle, weintroduceoneexampleofapplication:Bip4cast(abipolardisorderCADsystem).Thispapershows howBip4castdealswithdifferentdatasourcestoenrichtheknowledgeandimprovepredictiveanalysis. KeywoRDS Actigraph, Analytics, Big Data, Bipolar Disorder, CAD, Data Integration, Expert System, Healthcare, Monitoring\",\"PeriodicalId\":371573,\"journal\":{\"name\":\"Int. J. Inf. Syst. Soc. Chang.\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Int. J. Inf. Syst. Soc. Chang.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4018/IJISSC.2017070101\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Inf. Syst. Soc. Chang.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/IJISSC.2017070101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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