aubreychen9012 / cAAE
code for Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders
☆18Updated 5 years ago
Alternatives and similar repositories for cAAE:
Users that are interested in cAAE are comparing it to the libraries listed below
- thomasneff / Generative-Adversarial-Network-based-Synthesis-for-Supervised-Medical-Image-SegmentationCode for the paper 'Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation'☆18Updated 7 years ago
- Tensorflow implementation of 'Visual Feature Attribution using Wasserstein GANs'☆56Updated 2 years ago
- The baseline performances for Retinal Fundus Glaucoma Challenge☆19Updated 6 years ago
- ☆28Updated 5 years ago
- Grand Challenge on MR Brain Segmentation at MICCAI 2018 - MISPL☆23Updated 6 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆68Updated 6 years ago
- ☆15Updated 7 years ago
- Artery vein separation☆54Updated 2 years ago
- Efficient Segmentation for Volumetric Data☆44Updated 6 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆53Updated last year
- An Adversarial Neural Network for Simultaneous Brain Tumor segmentation and Prediction Survival Day☆12Updated 6 years ago
- ☆24Updated 3 years ago
- Measuring uncertainty in Deep Learning for Medical Imaging using Monte Carlo Dropout☆13Updated 6 years ago
- Code for tutorial at MICCAI 2022☆93Updated last year
- DenseVoxNet in TensorFlow☆21Updated 6 years ago
- [MICCAI'19] Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification☆49Updated 4 years ago
- ☆36Updated 2 years ago
- Code for our arxiv preprint: https://arxiv.org/abs/1904.05236☆34Updated 5 years ago
- DeepMedic starter code in pytorch☆31Updated 7 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆22Updated last year
- Constrained Domain Adaptation for Segmentation☆29Updated 2 years ago
- Semi-supervised Segmentation of Tumors from Breast Ultrasound Images with Attentional Generative Adversarial Network☆21Updated 2 years ago
- Code for the MICCAI 2018 paper "Deep Attentional Features for Prostate Segmentation in Ultrasound"☆63Updated 6 years ago
- Official code for 'Unsupervised Local Discrimination for Medical Images'.☆21Updated 3 years ago
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆65Updated 5 years ago
- ☆17Updated 5 years ago
- ☆8Updated last year
- implementation of 3DUNet by PyTorch 1.0☆63Updated 4 years ago
- A python library for medical image processing, built by the medical imaging group of Dalian Univerisity of Technology, China☆78Updated 5 years ago
- Unsupervised medical image segmentation using edge mapping and adversarial learning☆20Updated 5 years ago