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What is Deep Learning for Cobb Angle Measurement about?

This paper presents a deep learning-based method for locating vertebral center points and measuring the Cobb angle, which addresses the inefficiencies and inaccuracies of traditional manual measurement methods. The proposed algorithm utilizes a network structure that includes MobileNetV3 and U-Net to automatically detect Cobb angles from X-ray images without the need for cropping or manual selection. Reliability analysis shows that the automated method has comparable accuracy to manual measurements, making

Author

Família Silva Couto

Language

EN