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Development and clinical validation of a deep learning-based knee CT image segmentation method for robotic-assisted total knee arthroplasty

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Background: This study aimed to develop a novel deep convolutional neural network called Dual-path Double Attention Transformer (DDA-Transformer) designed to achieve precise and fast knee joint CT image segmentation and to valida... ...