Popular GitHub Repositories for Brats

Official Implementation of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation (CVPRW 2024)

Using DCGAN for segmenting brain tumors from brain image scans

A comprehensive review of techniques to address the missing-modality problem for medical images

A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss

Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging

Creating a U-Net In PyTorch to segment the BraTS 2020 dataset

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.

Segmentation of brain tumors (Glioma) in MRIs using Meta's model SAM (Segment anything model)

? U-SAM: Enhancing brain tumour segmentation by integrating SAM with U-Net architectures, fine-tuned using PEFT on the BraTS Intracranial Meningioma dataset.