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.
Artificial intelligence-driven facial image anal- ysis for the early detection of rare diseases: Legal, ethical, forensic, and cybersecurity considerations.AI, 5(3):990– 1010
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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.