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Fix project links and add ISBI2012-UNet to README#1

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copilot/update-readme-for-projects
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Fix project links and add ISBI2012-UNet to README#1
Copilot wants to merge 2 commits intomainfrom
copilot/update-readme-for-projects

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Copilot AI commented Jan 26, 2026

The Brain-Tumor-Segmentation link was pointing to repository root instead of the actual project location. The newly added ISBI2012-UNet project was missing from the project table.

Changes

  • Fixed Brain-Tumor-Segmentation link: ./Brain-Tumor-Segmentation./DeepLearning/Pytorch/Segmentation/Brain_Tumor_Segmentation
  • Added ISBI2012-UNet project: U-Net paper reproduction with ResNet-34, UNet, and UNet++ implementations for ISBI 2012 neuronal structure segmentation
  • Cleaned up descriptions: Removed placeholder text and standardized formatting

Updated Table

| **[`Brain-Tumor-Segmentation`](./DeepLearning/Pytorch/Segmentation/Brain_Tumor_Segmentation)** | **脑肿瘤 MRI 图像分割** | UNet | `Segmentation` |
| **[`ISBI2012-UNet`](./DeepLearning/Pytorch/Segmentation/ISBI2012-UNet)** | **ISBI 2012 神经元结构分割** | UNet/UNet++/ResNet | `Segmentation` |
Original prompt

The user wants to update the README.md file in the zlyd-CV/Medical-AI-Projects repository.

The repository structure shows that projects are located in DeepLearning/Pytorch/Segmentation/.
The current README.md contains a table of projects, but the link for Brain-Tumor-Segmentation is incorrect (pointing to root instead of the subfolder) and the new project ISBI2012-UNet (which the user just uploaded as shown in the image image1) is missing.

Please update README.md as follows:

  1. In the "## 🗂️ 项目列表 (Projects)" section, update the table.
  2. Fix the link for Brain-Tumor-Segmentation to be ./DeepLearning/Pytorch/Segmentation/Brain_Tumor_Segmentation.
  3. Add a new row for the ISBI2012-UNet project.
    • Name: ISBI2012-UNet
    • Link: ./DeepLearning/Pytorch/Segmentation/ISBI2012-UNet
    • Description: **ISBI 2012 神经元结构分割**。<br>复现 U-Net 论文,包含 ResNet-34, UNet, UNet++ 三种模型实现。
    • Model/Method: UNet/UNet++/ResNet
    • Keywords: `Segmentation`

The resulting table should look like this (preserving the header and the last "Pending" row):

| 📂 项目文件夹 | 📝 项目描述 | 🧠 模型/方法 | 🏷️ 关键词 |
| :--- | :--- | :--- | :--- |
| **[`Brain-Tumor-Segmentation`](./DeepLearning/Pytorch/Segmentation/Brain_Tumor_Segmentation)** | **脑肿瘤 MRI 图像分割**。<br>基于MRI数据集,实现脑肿瘤区域的自动分割,并接入SwanLab实验面板。 | UNet | `Segmentation` |
| **[`ISBI2012-UNet`](./DeepLearning/Pytorch/Segmentation/ISBI2012-UNet)** | **ISBI 2012 神经元结构分割**。<br>复现 U-Net 论文,包含 ResNet-34, UNet, UNet++ 三种模型实现。 | UNet/UNet++/ResNet | `Segmentation` |
| **[`<待更新-分类项目>`](./)** | (计划中) 医学图像二分类/多分类任务 | ResNet/ViT | `Classification` |

Note: I am also slightly refining the description of Brain Tumor Segmentation to replace the truncated/placeholder text with a complete sentence similar to the original context.

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…UNet project

Co-authored-by: zlyd-CV <184805485+zlyd-CV@users.noreply.github.com>
Copilot AI changed the title [WIP] Update README.md with corrected links and new project Fix project links and add ISBI2012-UNet to README Jan 26, 2026
Copilot AI requested a review from zlyd-CV January 26, 2026 17:50
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