AIBullisharXiv – CS AI · Jun 107/10
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FADA: Accessible fetal ultrasound interpretation and annotation with a selectively distilled unified vision-language model
FADA is a unified vision-language model that performs fetal ultrasound interpretation, detection, and segmentation through a single pipeline, addressing critical diagnostic gaps in low- and middle-income countries where sonographer shortages limit prenatal screening. The system runs on consumer hardware and smartphones entirely offline, achieving clinically validated performance metrics while requiring no external labels at inference.