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    • 1. 发明公开
    • 관상동맥석회화 수준 변화 예측장치 및 예측방법
    • 用于预测CAC级别变化的装置和方法
    • KR1020130104883A
    • 2013-09-25
    • KR1020120026812
    • 2012-03-15
    • 삼성전자주식회사사회복지법인 삼성생명공익재단
    • 이지현감혜진김하영유상현최윤호강미라박정의성지동신희영조성원조수진
    • G06F19/00G06Q50/22
    • G06N99/005G06F19/00G16H50/20G16H50/30
    • PURPOSE: An apparatus for predicting level change of coronary artery calcium (CAC) and a prediction method thereof are provided to increase prevention possibility of heart disease and stroke, by predicting the population group in which degree of danger of the coronary artery calcium is expected to increase in the future. CONSTITUTION: An input part (100) receives medical examination data about coronary artery calcium of a patient and task information about the medical examination data. A cluster designation part (110) designates a belonging cluster to the medical examination data about the coronary artery calcium of the patient on the ground of the characteristics of the patient. An influence variable value extraction part (120) extracts influence variable value used in collecting influence variables of the belonging cluster from the medical examination data. A prediction model learning part (140) performs machine learning, by applying the influence variable value to a prediction model corresponding to the belonging cluster. A prediction part obtains prediction result, by applying the influence variable value to the prediction model. [Reference numerals] (100) Input part; (110) Cluster designation part; (120) Influence variable value extraction part; (130) Prediction model storage unit; (140) Prediction model learning part; (150) Prediction unit; (AA) Medical examination data and job information; (BB) Prediction result
    • 目的:提供一种用于预测冠状动脉钙(CAC)水平变化的装置及其预测方法,通过预测冠状动脉钙危险程度预计为增加心脏病和中风的预防可能性 未来增加 构成:输入部(100)接收关于患者的冠状动脉钙的医学检查数据,以及关于医疗检查数据的任务信息。 群体指定部分(110)基于患者的特征,将关于冠状动脉钙的医学检查数据的属性集合指定到患者的特征。 影响变量提取部(120)从医疗检查数据中提取用于收集所属簇的影响变量的影响变量值。 预测模型学习部(140)通过将影响变量值应用于与属性簇对应的预测模型来进行机器学习。 预测部通过将影响变量值应用于预测模型来获得预测结果。 (附图标记)(100)输入部; (110)集群指定部分; (120)影响变量提取部分; (130)预测模型存储单元; (140)预测模型学习部分; (150)预测单位; (AA)体检资料及工作资料; (BB)预测结果
    • 4. 发明公开
    • 관상동맥석회화 수치 위험도 예측장치 및 예측방법
    • 用于预测冠状动脉计算风险的装置和方法
    • KR1020130104882A
    • 2013-09-25
    • KR1020120026811
    • 2012-03-15
    • 삼성전자주식회사사회복지법인 삼성생명공익재단
    • 감혜진김하영유상현이지현최윤호강미라박정의성지동신희영조성원조수진
    • G06F19/00
    • G06F19/3431G06F19/00G06Q50/24G16H50/30
    • PURPOSE: A coronary calcification value danger prediction apparatus and method are provided to enhance prophylactic potential of a heart disease and a cerebral accident by predicting a group which is predicted to increase a coronary calcification danger degree in the fixed future time point. CONSTITUTION: An input part (100) receives examination data for coronary calcification of an examinee and a cluster specification part (110) designates an affiliation cluster to the examination data for the coronary calcification of the examinee based on the age of the examinee. An influence variable value extracting part (120) stores multiple prediction models which predict a coronary calcification danger degree. A prediction part (140) applies coronary calcification value increasing rate of the examination data and an influence variable value to the prediction model for the affiliation cluster and draws a future coronary calcification danger degree. [Reference numerals] (100) Input part; (110) Cluster specification part; (120) Influence variable value extracting part; (130) Prediction model storage part; (140) Prediction part; (AA) Diagnosis data; (BB) Prediction result
    • 目的:提供冠状动脉钙化危险预测装置和方法,通过预测在固定未来时间点预测会增加冠状动脉钙化危险程度的组,增强心脏病和脑部事故的预防潜力。 输入部分(100)接收被检者的冠状动脉钙化检查数据,集群规范部分(110)根据受检者的年龄,将受试者的冠状动脉钙化检查数据指定为隶属关系。 影响变量值提取部(120)存储预测冠状动脉钙化危险度的多个预测模型。 预测部(140)将检查数据的冠状动脉钙化值增加率和影响变量值应用于归属簇的预测模型,并绘制未来冠状动脉钙化危险度。 (附图标记)(100)输入部; (110)集群规范部分; (120)影响变量值提取部分; (130)预测模型存储部分; (140)预测部分; (AA)诊断数据; (BB)预测结果