DocumentCode :
1788060
Title :
Problem-oriented patient record summary: An early report on a Watson application
Author :
Devarakonda, Murthy ; Dongyang Zhang ; Ching-Huei Tsou ; Bornea, Mihaela
Author_Institution :
IBM Res. & Watson Group, Yorktown Heights, NY, USA
fYear :
2014
fDate :
15-18 Oct. 2014
Firstpage :
281
Lastpage :
286
Abstract :
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.
Keywords :
decision making; electronic health records; patient treatment; storage management; EMR; IBM Watson; clinical decision making; electronic medical records; medical domain; problem-oriented patient record summary; record storage; Accuracy; Aggregates; Conferences; Medical diagnostic imaging; Medical services; Semantics; Unified modeling language; Clinical summarization; Electronic Medical Records; Medical concepts; Problem-oriented patient record summary; Summarization; Text analysis; UMLS; Watson;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
e-Health Networking, Applications and Services (Healthcom), 2014 IEEE 16th International Conference on
Conference_Location :
Natal
Type :
conf
DOI :
10.1109/HealthCom.2014.7001855
Filename :
7001855
Link To Document :
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