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.

本文件包含用于构建腰椎磁共振成像（Magnetic Resonance Imaging, MRI）数据集的标注真值数据集（Ground Truth Dataset）、语义分割（Semantic Segmentation）及评估流程的MATLAB源代码，且内置了代码运行所需的完整文件目录结构。请分别下载腰椎MRI数据集及对应的标注图像真值数据，并将二者解压至同一安装目录下。相关仓库的链接已在下文的「相关链接」板块中给出。

请参阅本安装包内附带的instruction.docx文件，以掌握该源代码的安装与使用方法。

您可通过本页面末尾「相关链接」板块提供的网址，下载并阅读详细阐述我们用于腰椎管狭窄症检测的边界勾画方法的研究论文；您亦可从该板块获取本程序相关的其他数据集。

若您在研究中使用本数据集或程序，恳请引用我们的相关论文。