Code for automated brain tumor segmentation from MRI scans using CNNs with attention mechanisms, deep supervision, and Swin-Transformers. Based on my Master's dissertation project at Brunel University, it features 3 deep learning models, showcasing integration of advanced techniques in medical image analysis.
☆17Nov 17, 2023Updated 2 years ago
Alternatives and similar repositories for brain-tumour-segmentation
Users that are interested in brain-tumour-segmentation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- seismic segmentation and geobody detection in 3D seismic reflection data☆14Jul 25, 2024Updated last year
- FaultSeg3D的pytorch版本☆21Mar 28, 2024Updated 2 years ago
- Kurtlab's code for BraTS 2023 submission☆13Apr 29, 2024Updated 2 years ago
- [Nature Communications 2024] Improving deep neural network generalization and robustness to background bias via layer-wise relevance prop…☆17May 21, 2025Updated last year
- 使用pybind11进行Python、C++以及CUDA的混合编程☆11May 20, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This is a simple autoencoder to reconstruct pointcloud☆10May 31, 2018Updated 8 years ago
- An implementation of the maxflow algorithm by Yuri Boykov and Vladimir Kolmogorov.☆12Nov 26, 2014Updated 11 years ago
- Uni Work - labs, exams, homework.☆14Mar 18, 2021Updated 5 years ago
- Code for MM-DINOv2: Adapting Foundation Models for Multi-Modal Medical Image Analysis (MICCAI2025)☆26Oct 27, 2025Updated 8 months ago
- Automated deep-learning based brain tumor segmentation on MRI☆40Aug 24, 2022Updated 3 years ago
- Research internship - Image segmentation by superpixels based on PyTorch☆19Aug 7, 2021Updated 4 years ago
- ☆17Jun 1, 2018Updated 8 years ago
- FISRG-based algorithm for precise segmentation of stroke lesions in brain MRI images, demonstrating enhanced accuracy and computational e…☆16Sep 19, 2024Updated last year
- HDR-MRI Algorithms from "Local contrast-enhanced MR images via high dynamic range processing" published in MRM☆17Nov 13, 2018Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [CVPR 2025] Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization☆21Jan 31, 2026Updated 5 months ago
- The project presents a comparative study of Brain Tumor Segmentation using 3 approaches - 1) Sobel Operator and U-Net, 2) V-Net, 3) W-N…☆13Oct 11, 2021Updated 4 years ago
- Bundle and run a React web app inside of iOS and Android☆17Mar 27, 2024Updated 2 years ago
- This repository includes the preprocessing steps for MRI Knee images. These files are then imported in my main model for Image Registrati…☆18Nov 8, 2020Updated 5 years ago
- Register images to MNI152 Template and perform pre-processing☆15Apr 11, 2023Updated 3 years ago
- DAVIS web repo☆10Jan 26, 2023Updated 3 years ago
- plaque detection using CNN☆14May 14, 2019Updated 7 years ago
- DICOM implementation written in Swift☆16Nov 8, 2022Updated 3 years ago
- Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.☆104Mar 23, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- a computer aided surgery system☆11May 20, 2016Updated 10 years ago
- NVIDIA GPU Computing SDK 4.2.9. Fixing some stupid compilation bugs in the make files of the projects.☆18Jul 3, 2012Updated 14 years ago
- ☆13Aug 27, 2020Updated 5 years ago
- This Project is to have a Robot Arm to do sorting mechanisms for things using darknet with addition of Digital Twins☆12Mar 31, 2023Updated 3 years ago
- A practical 3D-printed soft robotic prosthetic hand with multi-articulating capabilities☆20Jan 18, 2022Updated 4 years ago
- Simple Android Dicom Viewer using DICOMHERO☆17Nov 7, 2024Updated last year
- Cookie Cutter template for creating trame application/module☆20Jun 16, 2026Updated 3 weeks ago
- My CGAL sample codes.☆14Oct 19, 2021Updated 4 years ago
- Chechink the performance of different augmentation techniques on the BraTS 2020 data.☆24Jan 8, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Apple's metal sample code - Learn Metal with C++☆15Apr 17, 2022Updated 4 years ago
- A Pytorch implement of medical image segmentation U-shape architecture benchmarks☆131Aug 6, 2025Updated 11 months ago
- Focal-Unet: Unet-like Focal Modulation for Medical Image Segmentation https://arxiv.org/abs/2212.09263☆42Apr 3, 2025Updated last year
- Recording of Kinect V2 Streams at 30 fps.☆10Jul 5, 2017Updated 9 years ago
- collection of skeleton-based human action recognition☆10Jun 28, 2020Updated 6 years ago
- Brain tumor segmentation for BRATS2020☆22Jul 6, 2023Updated 3 years ago
- 3D Medical Image Segmentation Models,集成各种医学图像分割模型的小框架,主要是3D,持续更新...☆93Dec 21, 2021Updated 4 years ago