A diffusion-plus-reinforcement-learning system jointly localizes the coronal plane and diagnoses congenital uterine anomalies in 3D ultrasound, with an uncertainty adjustment reaching 94.58% classification accuracy and 95.21 F1.
Human reproduction update17(6), 761–771 (2011)
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Uncertainty-aware Diffusion and Reinforcement Learning for Joint Plane Localization and Anomaly Diagnosis in 3D Ultrasound
A diffusion-plus-reinforcement-learning system jointly localizes the coronal plane and diagnoses congenital uterine anomalies in 3D ultrasound, with an uncertainty adjustment reaching 94.58% classification accuracy and 95.21 F1.