3D Slicer: An Extension for Brain Tumor Segmentaion.
date
Jun 9, 2023
slug
blog-demobraintumor
status
Published
tags
Blog
summary
This is my demo app for my graduate thesis of topic: “Brain Tumor Detection by Deep Learning”
type
Post
Introduction
In my graduate thesis we was proposed 2 methode for 3D Brain Tumor Segmentation(BTS) problem.
- 3D Dual-Domain Attention Network: We was develop a module using Attention Mechanism can combine 2 level information of the feature… Read more
- 3D Dual-Fusion Attention Network: We introduce a new way of fusion 2 trained model for BTS. Using fusion method, Self-Attention and Residual Learning. Read more
Demo Application
My app is an Extension of 3D Slicer. So you need to installed this app first. You also need all of trained models to using in my extention. Download here.
How to install.
- Clone this repository.
- Import independent python module
- Open Python Console
- Add trained module into Extension.
- Copy the path of the trained folder
- Replace the path at the “trained_path” variable in the file TumorSeg.py
- Import module:
- Modules —> Developer Tools —> Extension Wizard
- Select Extension —> Choose clone folder —> Open
Now you can see my Extension in Module list
How to use:
If you like that, please Star my repo 🌟 And if you want to support let's follow my GitHub 🎆
Authorized by Sho0
Update 05/11/23