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:
- Engineer-Ayesha-Shafique / Brain-Tumor-Segmentation-and-Detection-using-UNET-and-Watershed-in-PythonCreate a precise and efficient method for recognizing and segmenting brain tumours from MRI images. It entails pre-processing MRI images …☆11Jun 9, 2023Updated 3 years ago
- This repository demonstrates the utilization of UNETR for brain tumor segmentation.☆11Feb 23, 2024Updated 2 years ago
- This is my ongoing project. In this project i will detect tumor region in brain. I will also try to calculate the area of the tumor regio…☆18Mar 9, 2018Updated 8 years ago
- 无人机视觉(opencv)☆11Aug 28, 2019Updated 6 years ago
- seismic segmentation and geobody detection in 3D seismic reflection data