Professor of Mechanical Engineering and Smart Structures, School of Computing Engineering and Mathematics, Western Sydney University, Australia. His research interests cover Industry 4.0, Additive Manufacturing, Advanced Engineering Materials and Structures (Metals and Composites), Multi-scale Modelling of Materials and Structures, Metal Forming and Metal Surface Treatment.
Abstract—A 3D reconstruction method using Implicit Volume Ray Cast Mesh Renderer is proposed to construct a 3D model from a series of real patient breast images. This method aims to visualize the diagnosed result from the 2D gray scale Digital Imaging and Communications in Medicine (DICOM) images. It provides an interactive 3D model for medical doctors to have a better explanation regarding the diagnosed results to the patients. A series of 2D breast DICOM images are generated by using magnetic resonance imaging (MRI). Then, the images are sorted by using the directory reconstruction system. After the breast images are sorted, implicit ray cast algorithm and Otsu’s multi threshold are employed for 3D reconstruction of breast cancer images and overlay with segmented breast cancer lesion. By comparing the proposed method with existing commercial software, the proposed method has utilized the breasts lesion detection to classify breast lesions during the 3D reconstruction process. Moreover, the tabulated results show that proposed method outperforms other commercial software.
Copyright © 2018-2020 International Journal of Mechanical Engineering and Robotics Research, All Rights Reserved