Problem-Oriented Patient Record Summary: An Early Report on a Watson Application

被引:0
|
作者
Devarakonda, Murthy [1 ]
Zhang, Dongyang [1 ]
Tsou, Ching-Huei [1 ]
Bornea, Mihaela [1 ]
机构
[1] IBM Res & Watson Grp, Yorktown Hts, NY 10598 USA
来源
2014 IEEE 16TH INTERNATIONAL CONFERENCE ON E-HEALTH NETWORKING, APPLICATIONS AND SERVICES (HEALTHCOM) | 2014年
关键词
Electronic Medical Records; Problem-oriented patient record summary; Summarization; Clinical summarization; Medical concepts; Watson; UMLS; Text analysis;
D O I
暂无
中图分类号
R-058 [];
学科分类号
摘要
As the use of Electronic Medical Records (EMRs) becomes widespread, the amount of data in an EMR becomes a challenge for its comprehension. We developed problem-oriented EMR summarization to address this issue, as a part of a larger effort of adapting IBM Watson to the medical domain. The problem-orientation refers to the central role of a patient's medical problems in the summary. The summarization uses a generated problem list, relates these generated medical problems to relevant clinical data, and organizes the clinical data in a medically meaningful manner. Watson analytics are used for creating the summarization. This is a step in building the next generation EMR, one that is based not on just keeping record but instead on a conceptual understanding of medicine, thereby crossing the threshold from record storage to an intelligent entity for clinical decision making.
引用
收藏
页码:281 / 286
页数:6
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