학술논문

Data-driven approaches to augment clinical decision in EMR Era
Document Type
Conference
Source
2012 3rd International Workshop on Cognitive Information Processing (CIP) Cognitive Information Processing (CIP), 2012 3rd International Workshop on. :1-5 May, 2012
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Guidelines
Medical services
Visual analytics
Data visualization
Conferences
Educational institutions
Language
ISSN
2327-1671
2327-1698
Abstract
Patient data in electronic medical record systems can serve as an incredible source of evidence on the real-world evaluation of the relationship between medicine treatments and the well-being of the patient. However, the vast amount of raw data presents a significant bottleneck for physician to make sense from it, thus limiting its use in a time pressured clinical setting. A niche exists to develop approaches to enhance a physician's ability to process large volume of data with the use of ‘external aids’ in an effort to augment their data cognition capabilities. In this paper, we present how a symbiotic relationship between analysis and visualization techniques can be used to help make sense of a large patient data set. Using examples, we demonstrate our data-driven approach, and show how it can serve a physician in the clinical decision support role at the point of care.