Open-source LLMs running on a local GPU classified German cardiac MRI reports into diagnostic categories with F1 scores above 0.93, with Gemma2-27B scoring 0.98.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CY 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports
Open-source LLMs running on a local GPU classified German cardiac MRI reports into diagnostic categories with F1 scores above 0.93, with Gemma2-27B scoring 0.98.