3D Reconstruction for CT Medical Imaging

MATLAB 961B 242 views 0 downloads 1 credits
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Resource Overview

This MATLAB-based program implements CT medical image 3D reconstruction, featuring accessible implementation and comprehensive algorithmic documentation for easy learning

Detailed Documentation

This program is designed for 3D reconstruction of CT medical images using MATLAB software. MATLAB is a widely-used mathematical computing platform that enables efficient matrix operations, data visualization, and advanced data analysis capabilities. The implementation utilizes volume rendering and image processing algorithms to transform 2D CT slice data into detailed 3D models. Key functions include image segmentation using threshold-based techniques, interpolation methods for voxel generation, and surface reconstruction algorithms like Marching Cubes. Through studying this program, users can gain deeper insights into the principles and applications of 3D reconstruction, providing valuable support for future medical research and clinical diagnostics. The code structure demonstrates proper handling of DICOM file formats, coordinate system transformations, and optimized memory management for large medical datasets.

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