ArticleJournal of the American Medical Informatics Association : JAMIA2021
Recommendations for the safe, effective use of adaptive CDS in the US healthcare system: an AMIA position paper.
Article in Journal of the American Medical Informatics Association : JAMIA, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
35 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Automation in nursing decision support systems: A systematic review of effects on decision making, care delivery, and patient outcomes.Journal of the American Medical Informatics Association : JAMIA · 2021Pooled it
- Convergence of machine learning and genomics for precision oncology.Nature reviews. Cancer · 2026Review
- Understanding the evidence for artificial intelligence in healthcare.BMJ quality & safety · 2025Article
- AI-Assisted Decision-Making in Long-Term Care: Qualitative Study on Prerequisites for Responsible Innovation.JMIR nursing · 2024Article
- Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice.JMIR medical informatics · 2024Article
- Resilient Artificial Intelligence in Health: Synthesis and Research Agenda Toward Next-Generation Trustworthy Clinical Decision Support.Journal of medical Internet research · 2024Review
- A Machine Learning Application to Classify Patients at Differing Levels of Risk of Opioid Use Disorder: Clinician-Based Validation Study.JMIR medical informatics · 2024Article
- Applying human-centered design to the construction of a cirrhosis management clinical decision support system.Hepatology communications · 2024Article
- Enabling the clinical application of artificial intelligence in genomics: a perspective of the AMIA Genomics and Translational Bioinformatics Workgroup.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Utilizing standardized nursing terminologies in implementing an AI-powered fall-prevention tool to improve patient outcomes: a multihospital study.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Article
- The Impact of Clinical Decision Support on Health Disparities and the Digital Divide.Yearbook of medical informatics · 2023Review
- Artificial Intelligence-enabled Decision Support in Surgery: State-of-the-art and Future Directions.Annals of surgery · 2023Article
- Review
- Expectations and attitudes towards medical artificial intelligence: A qualitative study in the field of stroke.PloS one · 2023Article
- Artificial intelligence-based clinical decision support in pediatrics.Pediatric research · 2023Review
- Applicability Area: A novel utility-based approach for evaluating predictive models, beyond discrimination.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2023Article
- AMIA's code of professional and ethical conduct 2022.Journal of the American Medical Informatics Association : JAMIA · 2022Article
- A Sociotechnical Systems Framework for the Application of Artificial Intelligence in Health Care Delivery.Journal of cognitive engineering and decision making · 2022Article
- Computerized Clinical Decision Support Systems for the Early Detection of Sepsis Among Pediatric, Neonatal, and Maternal Inpatients: Scoping Review.JMIR medical informatics · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.