J. C. Ferreira

Large language models in healthcare: applications, evaluation frameworks, and governance pathways — a scoping review and multidimensional framework

Current evidence supports cautious deployment of LLMs in selected healthcare tasks under structured oversight, and the proposed five-dimensional framework coupled with a three-tier risk model is intended to support researchers and healthcare organisations in assessing readiness and implementing LLM-enabled tools respon...