Abstract: A computer-implemented method includes receiving a real two-dimensional medical image of a patient, processing the real two-dimensional medical image with a computer-implemented generator configured to transfer the real two-dimensional medical image from a real image domain into a synthetic image domain, and analyzing the two-dimensional medical image transferred into the synthetic image domain with a machine-learning model. The machine-learning model was trained with a collection of synthetic two-dimensional medical images generated from real three-dimensional medical images.

Abstract: The present disclosure relates generally to the generation of 3D models of anatomical structures from 2D radiographs. For example, a computer-implemented method for generating 3D models of anatomical structures from 2D radiographs of a patient can include receiving a 2D radiograph of at least one anatomical structure of interest, pre-processing the 2D radiograph to generate a pre-processed 2D radiograph, and generating, using an AI model, a 3D representation of the at least one anatomical structure of interest.

Abstract: The present application presents a solution that intends to solve the problem of providing an orthopedic surgery planning system with a stereoscopic vision of the patient's lesion. Disclosed is an orthopedic surgery planning system, where a conjunction window of a 2D and 3D environments, comprises an image's axial plan (301), an image's coronal plan (302), an image' sagittal plan (303), a 3D model of an anatomical structure (304), a library templates (305), isosurfaces (306), measurements of lengths and angles (307), orientation cube (308), and multi plans 2D in the 3D environments (309). The applicability of this technology expands to the various areas such as orthopedics, orthodontics, implantology and veterinary. In the referred areas exists a surgery planning involving the reconstruction of bone structures, which is accompanied by the preparation of the material to implant in the patient.

Abstract: The present application presents a solution that intends to solve the problem of providing an orthopedic surgery planning system with a stereoscopic vision of the patient's lesion. Disclosed is an orthopedic surgery planning system, where a conjunction window of a 2D and 3D environments, comprises an image's axial plan (301), an image's coronal plan (302), an image' sagittal plan (303), a 3D model of an anatomical structure (304), a library templates (305), isosurfaces (306), measurements of lengths and angles (307), orientation cube (308), and multi plans 2D in the 3D environments (309). The applicability of this technology expands to the various areas such as orthopedics, orthodontics, implantology and veterinary. In the referred areas exists a surgery planning involving the reconstruction of bone structures, which is accompanied by the preparation of the material to implant in the patient.