MATLAB source code for developing Ground Truth Dataset, Semantic Segmentation, and Evaluation for the Lumbar Spine MRI Dataset

This file contains the MATLAB source code for developing Ground Truth Dataset, Semantic Segmentation, and Evaluation for Lumbar Spine MRI Dataset. It has the file structure necessary for the execution of the code. Please download the MRI Dataset, and the Label Image Ground Truth Data for Lumbar Spine MRI Dataset separately and unzip them inside the same installation folder. Links to their repository are provided in the Related Links section below. Please refer to instruction.docx file included in the package on how to install and use this source code. You can download and read the research papers detailing our methodology on boundary delineation for lumbar spinal stenosis detection using the URLs provided in the Related Links at the end of this page. You can also check out other dataset related to this program from that section. We kindly request you to cite our papers when using our data or program in your research.

搜集汇总

背景与挑战

背景概述

该数据集是MATLAB源代码，专门用于开发腰椎MRI数据集的语义分割和评估，包括创建地面真值数据集。它需要用户单独下载MRI数据和标签图像，并配合使用，适用于学术研究，要求引用相关论文。