Quad-phased data mining modeling for dementia diagnosis
作者: Sunjoo BangSangjoon SonHyunwoong RohJihye LeeSungyun BaeKyungwon LeeChanghyung HongHyunjung Shin
作者单位: 1Ajou University
2Ajou University School of Medicine
刊名: BMC Medical Informatics and Decision Making, 2017, Vol.17 (1)
来源数据库: Springer Journal
DOI: 10.1186/s12911-017-0451-3
关键词: Data mining modelingVariable selectionSupport vector machineArtificial neural networkDecision treeTree visualizationDementia diagnosisComputer-aided diagnosis (CAD)
英文摘要: The number of people with dementia is increasing along with people’s ageing trend worldwide. Therefore, there are various researches to improve a dementia diagnosis process in the field of computer-aided diagnosis (CAD) technology. The most significant issue is that the evaluation processes by physician which is based on medical information for patients and questionnaire from their guardians are time consuming, subjective and prone to error. This problem can be solved by an overall data mining modeling, which subsidizes an intuitive decision of clinicians.
原始语种摘要: The number of people with dementia is increasing along with people’s ageing trend worldwide. Therefore, there are various researches to improve a dementia diagnosis process in the field of computer-aided diagnosis (CAD) technology. The most significant issue is that the evaluation processes by physician which is based on medical information for patients and questionnaire from their guardians are time consuming, subjective and prone to error. This problem can be solved by an overall data mining modeling, which subsidizes an intuitive decision of clinicians.
全文获取路径: Springer  (合作)
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来源刊物:
影响因子:1.603 (2012)

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关键词翻译
关键词翻译
  • Character Assemble/Disassemble 直观的
  • modeling 制祝型
  • mining 矿业
  • visualization 目测
  • dementia 痴呆
  • aided 半自动
  • diagnosis 特镇述
  • intuitive 直观的
  • CAD 直观的
  • consuming 耗的
  • machine 机器