Computer Vision News - June 2023

30 AI for Orthopedics of joints. This procedure goes through high- complexity steps, starting from planning to execution, all requiring accurate understanding of the patient anatomy, oftenly represented in 3D models. Arthroplasty outcomes are highly dependent on the technique accuracy , during both planning and operation. Different types of Patient Specific Instrumentation (PSI) were developed for the purpose of elevating accuracy and improving fit of the implant to individual patients' anatomy. Fine adjustments and precise implant fit during pre-operational planning using technological solutions producing accurate and detailed 3Dmodels This article was first published here 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 full or partial replacement or remodeling DEEP-LEARNING- BASED 2D-TO-3D JOINT RECONSTRUCTION FROM X-RAY IMAGES