Artificial intelligence in medicineHumansUltrasonographyAlgorithmsImage InterpretationComputer-Assisted
Weakly-supervised ultrasound image segmentation with elliptical shape prior constraint.
Changyan Wang, Yehua Cai, Ruyi Yang, Haobo Chen, Jiang Shang, Hong Ding, Qi Zhang
Published: 202610.1016/j.artmed.2025.103306
Abstract
Accurate pixel-level segmentation of ultrasound (US) images is vital for computer-aided disease screening, diagnosis, and treatment response evaluation. The weakly supervised methods have the potential to reduce the time-consuming and labor-intensive…
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