J. C. Ferreira

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

Large language models (LLMs) are increasingly evaluated for healthcare applications spanning clinical documentation, decision support, patient communication, research assistance, and operational workflows. Despite rapid adoption interest, evidence remains heterogeneous and standardised approaches for evaluation and...