NeuroSymb-MRG uses differentiable logic chains and uncertainty-driven sampling to produce more factually consistent radiology reports than standard encoder-decoder or retrieval methods.
R2gengpt: Radiology report generation with frozen llms.Meta-Radiology, 1(3):100033, 2023
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation
NeuroSymb-MRG uses differentiable logic chains and uncertainty-driven sampling to produce more factually consistent radiology reports than standard encoder-decoder or retrieval methods.