VasilisPapaefstathiou / BraTS2020-2D-PyTorchLinks
2D U-Net implementation in PyTorch for segmenting brain-tumour sub-regions based on data provided by BraTS 2020
☆18Updated 4 years ago
Alternatives and similar repositories for BraTS2020-2D-PyTorch
Users that are interested in BraTS2020-2D-PyTorch are comparing it to the libraries listed below
Sorting:
- pytorch application for 3D classification using medical images☆24Updated 4 years ago
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆34Updated 2 years ago
- PyTorch 3D U-Net implementation for Multimodal Brain Tumor Segmentation (BraTS 2021)☆73Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆54Updated last year
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆102Updated 2 years ago
- ☆35Updated 2 years ago
- Dynamic Affine Feature Map Transform☆46Updated last year
- BraTS 2023 Inpainting Challenge (Local Synthesis) Repository for Participants. Includes baseline model and infill mask generation script.☆21Updated last year
- Dual Attention Multi-Instance Deep Learning for AD diagnosis☆37Updated 4 years ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆47Updated last year
- This repo is the source code for [BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation].☆32Updated 2 years ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆55Updated 4 months ago
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆41Updated 3 years ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆103Updated last year
- Synthesis Models for Multi-Sequence MRIs☆36Updated 6 months ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆37Updated 2 years ago
- This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different …☆104Updated 5 years ago
- The official implementation of our IPMI 2023 paper "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"☆65Updated 2 years ago
- Deep 3D CNNs for MRI Classification with Alzheimer's Disease And Grad-CAM for Visualization☆43Updated 2 years ago
- Global-local Transformer for brain age prediction☆42Updated last month
- ☆30Updated last year
- [ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning☆25Updated last year
- Official Pytorch Implementation for y-Aware Contrastive Learning☆59Updated last year
- ☆22Updated 2 years ago
- The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset with Expert Segmentations☆67Updated 3 months ago
- MICCAI 2022 Paper with Code☆95Updated 2 years ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆40Updated 2 years ago
- Automated machine learning can facilitate the early diagnosis and timely treatment of diabetic retinopathy. Following the 1st Diabetic Re…☆55Updated last year
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆47Updated last year