Medical CLIP training with text, clinical, and graph soft labels plus negation hard negatives improves chest X-ray zero-shot and fine-tuned performance.
Learning to exploit temporal structure for biomed- ical vision-language processing
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis
Medical CLIP training with text, clinical, and graph soft labels plus negation hard negatives improves chest X-ray zero-shot and fine-tuned performance.