LLMs can extract physiology index values from Portuguese CAG reports, with general models like Llama in zero-shot prompting performing best and constrained generation reducing accuracy.
Transforming free-text coronary angiography reports into struc- tured, analyzable data using large language models
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Can Large Language Models Reliably Extract Physiology Index Values from Coronary Angiography Reports?
LLMs can extract physiology index values from Portuguese CAG reports, with general models like Llama in zero-shot prompting performing best and constrained generation reducing accuracy.