Recommendations for the safe, effective use of adaptive CDS in the US healthcare system: an AMIA position paper.
other · Level V
Where this comes from
- Record sourced from PubMed, PMID 33447854.
- Also identified by DOI 10.1093/jamia/ocaa319 and PMC identifier 7973467.
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Abstract
The development and implementation of clinical decision support (CDS) that trains itself and adapts its algorithms based on new data-here referred to as Adaptive CDS-present unique challenges and considerations. Although Adaptive CDS represents an expected progression from earlier work, the activities needed to appropriately manage and support the establishment and evolution of Adaptive CDS require new, coordinated initiatives and oversight that do not currently exist. In this AMIA position paper, the authors describe current and emerging challenges to the safe use of Adaptive CDS and lay out recommendations for the effective management and monitoring of Adaptive CDS.
Medical subject headings
- Decision Support Systems, Clinical
- Machine Learning
- Medical Informatics
- Organizational Policy
- Societies, Medical