aubreychen9012 / cAAE
code for Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders
☆18Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for cAAE
- 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 6 years ago
- The baseline performances for Retinal Fundus Glaucoma Challenge☆19Updated 5 years ago
- implementation of 3DUNet by PyTorch 1.0☆61Updated 4 years ago
- Tensorflow implementation of 'Visual Feature Attribution using Wasserstein GANs'☆56Updated last year
- [MICCAI'19] Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification☆50Updated 4 years ago
- Code for tutorial at MICCAI 2022☆92Updated last year
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆65Updated 5 years ago
- DeepMedic starter code in pytorch☆31Updated 6 years ago
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)☆67Updated 5 years ago
- Measuring uncertainty in Deep Learning for Medical Imaging using Monte Carlo Dropout☆13Updated 6 years ago
- This code corresponds to our MICCAI 2018 paper on retinal hemodynamics simulation. If you use this code, please cite: Orlando, JI, Barbo…☆18Updated 3 years ago
- Efficient Segmentation for Volumetric Data☆44Updated 5 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆52Updated last year
- Scripts to work with the chaos challenge☆25Updated 5 years ago
- ☆28Updated 4 years ago
- The colorectal adenoma dataset with image-level labels for weakly supervised learning.☆28Updated 5 years ago
- Code for the MICCAI 2018 paper "Deep Attentional Features for Prostate Segmentation in Ultrasound"☆63Updated 6 years ago
- unsupervised cell-level visual representation learning☆46Updated 5 years ago
- ☆32Updated 7 years ago
- An Adversarial Neural Network for Simultaneous Brain Tumor segmentation and Prediction Survival Day☆11Updated 6 years ago
- Artery vein separation☆53Updated last year
- Grand Challenge on MR Brain Segmentation at MICCAI 2018 - MISPL☆23Updated 5 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆67Updated 5 years ago
- A deep learning framework for detecting lesions in CT scans from Deep Lesion dataset☆38Updated 5 years ago
- ☆15Updated 6 years ago
- [AAAI'19] Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation☆13Updated 5 years ago
- This repository aims at containing all the code employed at LIVIA to segment medical images. Mainly, our research focuses on bringind the…☆54Updated 6 years ago
- Constrained Domain Adaptation for Segmentation☆29Updated 2 years ago
- ☆20Updated 6 years ago