Machine training and search engine for providing specialized cognitive healthcare apparatus
    8.
    发明授权
    Machine training and search engine for providing specialized cognitive healthcare apparatus 有权
    机器培训和搜索引擎,提供专业的认知保健设备

    公开(公告)号:US09424532B1

    公开(公告)日:2016-08-23

    申请号:US14976573

    申请日:2015-12-21

    IPC分类号: G06N99/00 G06F19/00

    摘要: Training a machine to provide specialized health care apparatus may include receiving text describing a user's health condition via a user interface. Text may be converted into corresponding medical terms. A database may be searched for a list of health care providers treating health conditions associated with the medical terms. A machine learning model may be built that may include user preference for a predefined set of features associated with the user's health condition and health care provider preference for the predefined set of features in treating the user's health condition. The machine learning model may predict one or more of the health care providers that provide treatment for the user's health condition that matches the user's preference. The machine learning model may be retrained based on one or more of feedback from the user, the health care providers, and updated traits of the users and the health care providers.

    摘要翻译: 培训机器以提供专门的保健设备可以包括通过用户界面接收描述用户健康状况的文本。 文本可以转换成相应的医学术语。 可以搜索数据库以查找与医疗术语相关联的健康状况的医疗保健提供者的列表。 可以构建机器学习模型,其可以包括用户偏好与用户的健康状况相关联的预定义的特征集合,以及在治疗用户的健康状况时预定义的一组特征的医疗保健提供者偏好。 机器学习模型可以预测一个或多个医疗保健提供者为用户的健康状况提供与用户偏好相匹配的治疗。 可以基于来自用户,医疗保健提供者以及用户和医疗保健提供者的更新特征的一个或多个反馈来重新训练机器学习模型。