Synthetic facial images alone can train models for pediatric rare disease recognition to performance levels comparable to real-data baselines when generated at sufficient scale.
Recogni- tion of genetic conditions after learning with images created using generative artificial intelligence.JAMA Network Open, 7(3):e242609, 2024
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
-
Synthetic Data Alone is Enough? Rethinking Data Scarcity in Pediatric Rare Disease Recognition
Synthetic facial images alone can train models for pediatric rare disease recognition to performance levels comparable to real-data baselines when generated at sufficient scale.