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SYSTEM AND METHD OF SOCIAL-BEHAVIORAL ROI CALCULATION AND OPTIMIZATION

机译:社会行为投资回报率计算和优化的系统和方法

摘要

A patient selection tool for selecting patients for a social-behavioral determinants of health (SBDoH) program, including: a graphical user interface (GUI) module configured to present a GUI to a user, receive inputs from the user including a SBDoH factor, and to select patient cohort data based upon the inputs received from the user, a machine-learning model configured to predict a key performance indicator (KPI) for each patient based upon the patient cohort data and the SBDoH factor, a success rate module configured to predict the probability of success of the SBDoH program for each patient in the patient cohort; a return on investment (ROI) module configured to determine the cost savings associated with the SBDoH program for each patient in the patient cohort based upon the cost associated with the KPI, the probability of success of the SBDoH program, and a change in the KPI associated with the SBDoH factor, and a patient selection module configured to select patients for the SBDoH program based upon the determined cost saving associated with the SBDoH program for each patient in the patient cohort.
机译:一种用于为健康的社会行为决定因素(SBDoH)程序选择患者的患者选择工具,包括:图形用户界面(GUI)模块,配置为向用户显示GUI,接收来自用户的包括SBDoH因子的输入,以及为了基于从用户接收的输入来选择患者队列数据,机器学习模型配置为基于患者队列数据和SBDoH因子预测每个患者的关键绩效指标(KPI),成功率模块配置为预测SBDoH计划对患者队列中每个患者成功的概率;投资回报(ROI)模块,该模块配置为根据与KPI相关的成本,SBDoH项目成功的可能性以及KPI的变化,为患者队列中的每个患者确定与SBDoH计划相关的成本节省与SBDoH因子相关联的患者选择模块,该模块被配置为基于所确定的与SBDoH计划相关联的针对患者队列中每个患者的成本节省来选择患者。

著录项

  • 公开/公告号US2020082918A1

    专利类型

  • 公开/公告日2020-03-12

    原文格式PDF

  • 申请/专利权人 KONINKLIJKE PHILIPS N.V.;

    申请/专利号US201916565533

  • 发明设计人 ERAN SIMHON;REZA SHARIFI SEDEH;

    申请日2019-09-10

  • 分类号G16H10/20;G06Q40/06;G06F3/0482;G06N20;

  • 国家 US

  • 入库时间 2022-08-21 11:24:50

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