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Context-Aware Medical Systems within Healthcare Environments: A Systematic Scoping Review to Identify Subdomains and
Michael Zon1,2, Guha Ganesh2, M Jamal Deen3
1Michael DeGroote School of Medicine, McMaster University, Hamilton, ON L8S 4L8, Canada.
Context-aware computing is enhancing healthcare applications by leveraging key data like user location and patient history. This review identifies crucial contexts for future medical system development.
Area of Science:
- Pervasive Computing
- Health Informatics
- Human-Computer Interaction
Background:
- Context awareness is increasingly integrated into medical systems.
- Healthcare applications are beginning to utilize context-aware technologies.
- Understanding important contexts is vital for developing effective medical applications.
Purpose of the Study:
- To identify key contexts within context-aware medical applications.
- To determine the domains of context-aware applications in healthcare.
- To illuminate successful early context-aware healthcare applications.
Main Methods:
- A systematic scoping review was conducted from April 2021 to June 2023.
- Searches were performed across multiple scientific databases (PubMed, EBSCO, IEEE, etc.).
- Articles were filtered by abstract and screened via full-text review, followed by data extraction.
Main Results:
- 25 articles met the inclusion criteria for data extraction.
- Commonly used contexts include user location (8/25), patient history (8/23), and activity level (7/25).
- Other significant contexts are demographic information (6/25), lab/vitals (7/25), time of day (5/25), and phone usage (5/25).
Conclusions:
- Key contexts for context-aware healthcare applications have been identified.
- This research highlights successful early applications and their leveraged contexts.
- Future systems can prioritize integrating these identified contexts for improved performance.
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