ericwu09 / mammo-cigan
Code for "Conditional infilling GAN for Data Augmentation in Mammogram Classification"
☆9Updated 6 years ago
Alternatives and similar repositories for mammo-cigan:
Users that are interested in mammo-cigan are comparing it to the libraries listed below
- Application of U-Net in Lung Segmentation-Pytorch☆28Updated 4 years ago
- A PyTorch implementation of image segmentation GAN from the paper "SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image …☆35Updated 5 years ago
- An unsupervised (or self-supervised) loss function for binary image segmentation (TensorFlow)☆69Updated 3 years ago
- ☆37Updated 7 months ago
- Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis☆45Updated 2 years ago
- This is the official Pytorch implementation of "Lung Segmentation from Chest X-rays using Variational Data Imputation", Raghavendra Selva…☆44Updated 2 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆81Updated 3 years ago
- Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.☆23Updated 2 years ago
- This repo contains Grad-CAM for 3D volumes.☆77Updated 4 years ago
- Pytorch implementaion of UNet, Deep ResUnet and ONet models for the brain tumor segmentation task☆70Updated last year
- Implementation of CycleGAN for unsupervised image segmentaion, performed on brain tumor scans☆47Updated 5 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated last year
- Using deep learning to discover interpretable representations for mammogram classification and explanation☆40Updated last year
- 3D medical image semantic segmentation with Pytorch.☆27Updated 2 years ago
- This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different …☆101Updated 4 years ago
- 3D volume-to-volume generative adversarial network for medical image segmentation☆57Updated 4 years ago
- ☆36Updated 2 years ago
- COVID-19 Pneumonia Lesion segmentation network☆87Updated 3 years ago
- Uncertainty quantification for semantic image segmentation models using Monte Carlo dropout method☆16Updated 3 years ago
- Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation☆78Updated 5 years ago
- pytorch implementation of SEG-GRAD-CAM,which based on grad-cam☆52Updated 4 years ago
- demo of a vae model for pancreas segmentation.☆29Updated 5 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆44Updated 4 years ago
- fitushar / WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-FeatureThis Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolu…☆23Updated 4 years ago
- MRI Brain Tumor Segmentation - BraTS Challenge 2020☆48Updated 3 years ago
- ☆26Updated 5 years ago
- This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like …☆51Updated 2 years ago
- Code for paper: "Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification"☆14Updated 3 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆128Updated 4 years ago
- Unsupervised Anomaly Detection for X-Ray Images☆46Updated 5 months ago