rewasood / Super-Resolution-in-Medical-Imaging-using-SRGANLinks
This repository contains code for the super resolution of medical images using SRGAN and other comparative models, such as SRCNN, SRResNet, and Sparse Representation.
☆14Updated 6 years ago
Alternatives and similar repositories for Super-Resolution-in-Medical-Imaging-using-SRGAN
Users that are interested in Super-Resolution-in-Medical-Imaging-using-SRGAN are comparing it to the libraries listed below
Sorting:
- Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss☆35Updated 6 years ago
- Implementation in pytorch of a recent paper in deep adversarial learning for super resolution of medical images.☆35Updated 2 years ago
- Preception Consistency Ultarsound Images Super-resolution via Self-supervised CycleGAN☆31Updated 4 years ago
- MRI Super Resolution with a Deep 3D Resnet Variant using Perceptual Loss☆33Updated 6 years ago
- ☆31Updated 2 years ago
- This is the official implementation of state-of-the-art medical image denoising method titled as "Dynamic Residual Attention Network (DRA…☆40Updated 2 years ago
- Medical image super-resolution using Real-ESRGAN and ESRGAN.☆31Updated 2 years ago
- We collected awesome medical image super-resolution (SR) methods and common benchmarks in this repository.☆40Updated 4 years ago
- Self-Supervised Learning for MRI Reconstruction with a Parallel Network Training Framework. (MICCAI 2021, official code)☆53Updated 4 years ago
- Proximal Gradient Descent Network (PGD-Net) for Magnetic Resonance Fingerprinting, MICCAI'2020☆18Updated 5 years ago
- Code for cracking the fastMRI challenge.☆18Updated 5 years ago
- low-dose CT denoising with deep learning☆17Updated 6 years ago
- 【MICCAI 2021, Early accept】Multi-Contrast MRI Super-Resolution via a Multi-Stage Integration Network☆48Updated 3 years ago
- ☆27Updated 6 years ago
- Deform2Self☆21Updated 2 years ago
- Deep Learning Approaches on Medical Image Denoising☆19Updated 5 years ago
- My personal work in CS-MRI☆36Updated 4 years ago
- EndoL2H: Deep Super-Resolution for Capsule Endoscopy☆13Updated 5 years ago
- IEEE TMI 2019. CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE)☆56Updated 2 years ago
- Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018☆52Updated 6 years ago
- Deep Convolutional Framelet Denoising for Low-Dose CT via Wavelet Residual Network☆71Updated 6 years ago
- 【IJCAI2022】Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction☆45Updated last year
- Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network☆134Updated 3 years ago
- review of CT denoising paper☆75Updated 4 years ago
- Diffusion MRI Recurrent CNN for Angular Super-resolution☆23Updated 7 months ago
- 【MICCAI 2021】Task Transformer Network for Joint MRI Reconstruction and Super-Resolution☆106Updated 2 years ago
- DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior (CVPR 2020)☆59Updated 5 years ago
- 3D super-resolution using Generative Adversarial Networks☆169Updated 7 years ago
- The Official code of GAN2GAN (ICLR 2021)☆34Updated 3 years ago
- Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2…☆32Updated 2 years ago