Ethical data acquisition for LLMs and AI algorithms in healthcare.
expert_opinion · Level V
Where this comes from
- Record sourced from PubMed, PMID 39715803.
- Also identified by DOI 10.1038/s41746-024-01399-9 and PMC identifier 11666573.
- Licence recorded as CC BY-NC-ND.
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Abstract
Artificial intelligence (AI) algorithms will become increasingly integrated into our healthcare systems in the coming decades. These algorithms require large volumes of data for development and fine-tuning. Patient data is typically acquired for AI algorithms through an opt-out system in the United States, while others support an opt-in model. We argue that ethical principles around autonomy, patient ownership of data, and privacy should be prioritized in the data acquisition paradigm.