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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Informatics can help providers incorporate context into care.
Hossein Estiri1,2,3, Chirag J Patel1,4, Shawn N Murphy1,2,3,5
1Harvard Medical School, Boston, Massachusetts, USA.
Integrating social determinants of health into healthcare requires building an informatics infrastructure. This will equip clinicians with data to shift U.S. healthcare from reactive to proactive and preventive care.
Area of Science:
- Health Informatics
- Public Health
- Healthcare Systems
Background:
- Determinants of health often stem from social contexts outside the traditional U.S. healthcare system.
- Healthcare providers lack a comprehensive understanding of patient challenges beyond clinical encounters.
- The shift to value-based care and widespread Electronic Health Record (EHR) adoption present opportunities to integrate contextual health factors.
Purpose of the Study:
- To address the challenge of incorporating social determinants of health (SDOH) into patient care.
- To propose the development of an informatics infrastructure to support the integration of contextual data into EHR systems.
- To outline strategies for transforming healthcare into a more proactive and preventive system.
Main Methods:
- Discussion of the "chicken-and-egg" dilemma hindering SDOH data integration: lack of evidence versus lack of infrastructure.
- Argument for prioritizing informatics infrastructure development to enable data utilization.
- Exploration of system design considerations for effective integration.
Main Results:
- Building an informatics infrastructure is crucial for leveraging contextual data in healthcare.
- EHR systems, supported by robust infrastructure, can provide clinicians with necessary tools and data.
- This transformation can shift U.S. healthcare from episodic and reactive to preventive and proactive.
Conclusions:
- Establishing an informatics infrastructure is a prerequisite for integrating social determinants of health into clinical practice.
- Prioritizing data domains, developing interoperability standards, and ensuring seamless workflow integration are key design considerations.
- The proposed infrastructure can empower clinicians to deliver more effective, proactive, and preventive healthcare.
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