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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Linking interdisciplinary patient care standards to clinical information systems using structured actions.
Jeff Washburn1, Roberto A Rocha, Sharon M Bigelow
1Medical Informatics, Intermountain Healthcare, Salt Lake City, UT 84120, USA. jeff.washburn@Intermountainmail.org
Intermountain Healthcare created 700+ care standards to reduce practice variability. This study structures these standards into actionable concepts for predicting patient workload and costs.
Area of Science:
- Healthcare Management
- Clinical Informatics
- Health Economics
Background:
- Intermountain Healthcare developed over 700 evidence-based inpatient interdisciplinary patient care standards.
- The goal was to improve patient care by reducing practice variability.
Purpose of the Study:
- To identify and structure action concepts from care standards.
- To define embedded work items and financial values for these concepts.
- To enable patient workload and cost prediction using coded concepts.
Main Methods:
- Developing a compositional terminology model for action concepts.
- Defining clinical information granularity, required experience (e.g., licensure), and effort for actions.
- Using coded concepts as a construct for application development.
Main Results:
- A structured framework for action concepts within care standards.
- The ability to link clinical actions to specific work items and financial values.
- Foundation for predicting patient workload and associated costs.
Conclusions:
- Structured action concepts from care standards can enable accurate patient workload and cost prediction.
- This approach facilitates a more standardized and predictable healthcare cost model.
- Potential for improved resource allocation and financial management in healthcare settings.
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