Open access
Jul 2026
Benchmarking large language models for clinical data extraction from Portuguese medical notes in a university hospital
The findings support the feasibility of applying LLM-based natural language processing tools in resource-limited, non-English healthcare settings and should assess emerging high-parameter models and explore additional clinical domains.
Breno Gabriel Araújo Sampaio de Jesus, Tomaz Castrillon Figueiredo, Clariele de Almeida Pereira et al.
· Cadernos de Saúde Pública · 1 citation