CARPA generates anatomically faithful synthetic chest X-rays with controlled clinical concept insertions and deletions to expand training coverage and improve model precision, calibration, and reliability on real benchmarks.
Scientific data6(1) (2019)
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
-
Clinically Aware Synthetic Image Generation for Concept Coverage in Chest X-ray Models
CARPA generates anatomically faithful synthetic chest X-rays with controlled clinical concept insertions and deletions to expand training coverage and improve model precision, calibration, and reliability on real benchmarks.