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    • 4. 发明申请
    • System and Method For Integrating Heterogeneous Biomedical Information
    • 用于整合异构生物医学信息的系统和方法
    • US20070130206A1
    • 2007-06-07
    • US11462616
    • 2006-08-04
    • Xiang ZhouDorin ComaniciuAlok GuptaZhuowen TuDaniel FasuloLu-yong WangPeiya LiuSaikat MukherjeeAmit Chakraborty
    • Xiang ZhouDorin ComaniciuAlok GuptaZhuowen TuDaniel FasuloLu-yong WangPeiya LiuSaikat MukherjeeAmit Chakraborty
    • G06F17/00
    • G16H50/20G16H10/60G16H50/50G16H50/70
    • A system and method for using heterogeneous data from multiple healthcare information sources in a medical decision support system is disclosed. Each healthcare information system stores medical data using a different local schema. The medical decision support system provides responses to user queries. A query is received from a user that is generated in a standardized global schema. The query includes information from medical ontologies. Database queries are generated from the user queries that use the medical ontologies to generate constraints in the queries. The medical ontologies are also used to infer database queries. The generated query is translated into multiple queries for the multiple healthcare systems wherein each query is in the local schema of the healthcare information system that is being queried. Each database query is transmitted to one of the healthcare information systems based on the local schema of the particular query. Data is collected from each of the queried healthcare information system and analyzed. A query response is formulated for the user
    • 公开了一种在医疗决策支持系统中使用来自多个保健信息源的异构数据的系统和方法。 每个保健信息系统使用不同的本地模式存储医疗数据。 医疗决策支持系统提供对用户查询的响应。 从标准化全局模式中生成的用户接收到查询。 该查询包括医学本体的信息。 数据库查询是从使用医学本体的用户查询生成查询中的约束生成的。 医学本体也用于推断数据库查询。 所生成的查询被转换成多个医疗保健系统的多个查询,其中每个查询在被查询的医疗保健信息系统的本地模式中。 基于特定查询的本地模式,将每个数据库查询发送到医疗保健信息系统之一。 从每个被查询的医疗信息系统收集数据并进行分析。 为用户制定了查询响应
    • 7. 发明申请
    • Systems and methods for automated diagnosis and decision support for heart related diseases and conditions
    • 用于心脏相关疾病和病症的自动诊断和决策支持的系统和方法
    • US20050020903A1
    • 2005-01-27
    • US10876801
    • 2004-06-25
    • Sriram KrishnanAlok GuptaR. RaoDorin ComaniciuXiang Zhou
    • Sriram KrishnanAlok GuptaR. RaoDorin ComaniciuXiang Zhou
    • A61B5/05G06F17/00
    • G16H50/20G06F19/00
    • CAD (computer-aided diagnosis) systems and applications for cardiac imaging are provided, which implement methods to automatically extract and analyze features from a collection of patient information (including image data and/or non-image data) of a subject patient, to provide decision support for various aspects of physician workflow including, for example, automated assessment of regional myocardial function through wall motion analysis, automated diagnosis of heart diseases and conditions such as cardiomyopathy, coronary artery disease and other heart-related medical conditions, and other automated decision support functions. The CAD systems implement machine-learning techniques that use a set of training data obtained (learned) from a database of labeled patient cases in one or more relevant clinical domains and/or expert interpretations of such data to enable the CAD systems to “learn” to analyze patient data and make proper diagnostic assessments and decisions for assisting physician workflow.
    • 提供了用于心脏成像的CAD(计算机辅助诊断)系统和应用,其实现了从受试患者的患者信息(包括图像数据和/或非图像数据)的集合中自动提取和分析特征的方法,以提供 对医师工作流程的各个方面的决策支持,包括例如通过壁运动分析自动评估区域心肌功能,心脏疾病的自动诊断和诸如心肌病,冠状动脉疾病和其他与心脏相关的医疗状况等条件,以及其他自动化决策 支持功能。 CAD系统实施机器学习技术,其使用从一个或多个相关临床领域的标记的患者病例的数据库获得(学习)的一组训练数据和/或对这些数据的专家解释,使得CAD系统能够“学习” 分析患者数据,进行适当的诊断评估和决策,以协助医师的工作流程。