Deep-learning-based 2D-to-3D Joint Reconstruction from X-ray Images
3D models of joints and bones are widely used for a large variety of orthopedic clinical purposes including preoperative planning, patient specific implant design, jig printing, intraoperative navigation and other clinical purposes for which precise and detailed anatomy is required. An example of such a procedure for which a 3D model of joints is required is Arthroplasty. Arthroplasty, one of the most common procedures in the US with more than 1 million procedures performed annually, is an orthopedic surgical procedure that aims to restore functionality and relieve pain by a