Rethinking clinical trials for medical AI with dynamic deployments of adaptive systems.
review · Level V
Where this comes from
- Record sourced from PubMed, PMID 40328886.
- Also identified by DOI 10.1038/s41746-025-01674-3 and PMC identifier 12056174.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
There is a growing recognition of the need for clinical trials to safely and effectively deploy artificial intelligence (AI) in clinical settings. We introduce dynamic deployment as a framework for AI clinical trials tailored for the dynamic nature of large language models, making possible complex medical AI systems which continuously learn and adapt in situ from new data and interactions with users while enabling continuous real-time monitoring and clinical validation.