Conclusions
In a short summary, we developed an AI system to help diagnose congenital CNS malformations based on ultrasound images of fetal craniocerebral standard transverse planes. Our AI model achieved a high diagnostic performance compared with that of experienced doctors and can support unexperienced doctors by improving their diagnostic accuracy to an expert-level.