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
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆81Updated 3 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated 2 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
- 3D volume-to-volume generative adversarial network for medical image segmentation☆58Updated 4 years ago
- MRI Brain Tumor Segmentation - BraTS Challenge 2020☆49Updated 3 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆134Updated 4 years ago
- Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis☆45Updated 2 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
- A collection of self-supervised papers in medical imaging.☆39Updated 4 years ago
- [MICCAI 2021 Oral] Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation☆36Updated 3 years ago
- Implementation of CycleGAN for unsupervised image segmentaion, performed on brain tumor scans☆48Updated 5 years ago
- My code using PSPNet for MICCAI Gleason Challenge 2019☆34Updated 3 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆142Updated 4 years ago
- Using deep learning to discover interpretable representations for mammogram classification and explanation☆40Updated 2 years ago
- Official PyTorch repository for ...☆28Updated last year
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated 2 years ago
- This repo contains Grad-CAM for 3D volumes.☆79Updated 4 years ago
- This is the official Pytorch implementation of "Lung Segmentation from Chest X-rays using Variational Data Imputation", Raghavendra Selva…☆43Updated 2 years ago
- All credit goes to the authors listed at https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002699☆33Updated 6 years ago
- demo of a vae model for pancreas segmentation.☆29Updated 5 years ago
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like …☆51Updated 2 years ago
- ☆36Updated 2 years ago
- [TMI 2019] Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification☆49Updated last year
- 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…☆25Updated 4 years ago
- Pytorch implementaion of UNet, Deep ResUnet and ONet models for the brain tumor segmentation task☆71Updated last year
- Lesion attributes segmentation for melanoma detection with multi-task U-Net☆49Updated 5 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- Chechink the performance of different augmentation techniques on the BraTS 2020 data.☆23Updated 4 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆126Updated 4 years ago