Segmentation and 3D Reconstruction of Medical Images such as CT Scans
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Resource Overview
MATLAB source code for segmentation and 3D reconstruction of CT and other medical images, featuring algorithms for image processing and volumetric visualization
Detailed Documentation
The article mentions that MATLAB source code can be used for segmentation and 3D reconstruction of medical images like CT scans. These source codes assist researchers and physicians in better understanding and analyzing medical imaging data. Through implementation of image processing algorithms including region growing, thresholding, and edge detection for segmentation, coupled with isosurface extraction and volume rendering techniques for 3D reconstruction, these codes enable more accurate and reliable medical image processing. The implementation typically involves key MATLAB functions such as imbinarize for thresholding, regionprops for feature extraction, and isosurface/patch for 3D visualization. This provides enhanced support and guidance for medical diagnosis and treatment planning by creating detailed 3D models from 2D image sequences.
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