We collected awesome medical image super-resolution (SR) methods and common benchmarks in this repository.
☆40May 29, 2021Updated 5 years ago
Alternatives and similar repositories for Awesome-Medical-Image-SR
Users that are interested in Awesome-Medical-Image-SR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Medical image super-resolution with feedback adaptive weighting dense network☆11Mar 25, 2021Updated 5 years ago
- ☆48Oct 2, 2025Updated 10 months ago
- A pytorch implementation of Bridging Component Learning with Degradation Modelling for Blind Image Super-Resolution.☆11Dec 26, 2022Updated 3 years ago
- Medical image super-resolution using Real-ESRGAN and ESRGAN.☆36Mar 9, 2023Updated 3 years ago
- SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis (CVPR2020)☆24Oct 4, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- PyTorch implementation of "MedSRGAN: medical images super-resolution using generative adversarial networks"☆29Aug 31, 2021Updated 4 years ago
- IEEE TMI 2019. CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE)☆62May 20, 2023Updated 3 years ago
- ☆177Jun 19, 2022Updated 4 years ago
- Tensorflow implementation of "MC2-Net: Motion Correction Network for Multi-Contrast Brain MRI"☆12Dec 8, 2022Updated 3 years ago
- NiiStat is a set of Matlab scripts for analyzing neuroimaging data from clinical populations☆34Jul 27, 2020Updated 6 years ago
- A pytorch implementation of Learning Detail-Structure Alternative Optimization for Blind Super-Resolution.☆15Nov 20, 2022Updated 3 years ago
- Blind Super-Resolution using an Ensemble of Kernel-Specific Networks☆10Aug 17, 2021Updated 5 years ago
- Sparse-view Spectral CT Reconstruction☆11Jan 29, 2021Updated 5 years ago
- ☆15May 2, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 【MICCAI 2021】Task Transformer Network for Joint MRI Reconstruction and Super-Resolution☆104Nov 1, 2022Updated 3 years ago
- PyTorch implementation of Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution, IJCNN 2021.☆12Nov 14, 2021Updated 4 years ago
- I3Net: Inter-Intra-slice Interpolation Network for Medical Slice Synthesis (TMI 2024)☆26Sep 5, 2024Updated last year
- MICCAI2023: Accurate multi-contrast MRI super-resolution via a dual cross-attention transformer network (DCAMSR)☆23Jul 31, 2023Updated 3 years ago
- Diffusion MRI using Deep Learning☆19Jun 15, 2020Updated 6 years ago
- Implementation in pytorch of a recent paper in deep adversarial learning for super resolution of medical images.☆36Dec 8, 2022Updated 3 years ago
- NeurIPS 2023 - Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration☆44Jan 25, 2024Updated 2 years ago
- Lamp/lemp - template for lxc linux containers (ubuntu 20.04 + php 7.4 + mariadb 10.3.25 + nginx 1.18.0)☆10Aug 2, 2021Updated 5 years ago
- code for paper Attention-based CNN for KL Grade Classification: Data from the Osteoarthritis Initiative☆14Jun 22, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆14Oct 23, 2025Updated 9 months ago
- Analysis notebooks for the Covid-19 meta analysis that accompanies the Nature Medicine publication "Single-cell meta-analysis of SARS-CoV…☆24Dec 22, 2020Updated 5 years ago
- Demonstration code for the MRM manuscript, "T2 Shuffling: Sharp, Multi-Contrast, Volumetric Fast Spin-Echo Imaging"☆22Jan 13, 2025Updated last year
- Automatic sorting of brain MRI scans by scan type☆26Jan 13, 2025Updated last year
- MRI reconstruction (e.g., QSM) using deep learning methods☆40Apr 30, 2026Updated 3 months ago
- The Medical Image Analysis Laboratory Super-Resolution ToolKit (MIALSRTK) consists of a set of C++ and Python processing and workflow too…☆33Nov 10, 2023Updated 2 years ago
- Pytorch implementation of RAKI, k-space interpolation of MRI data☆39Jul 8, 2025Updated last year
- Explicit pytorch implementation of NeRF☆13Sep 21, 2023Updated 2 years ago
- TextSCF: LLM-Enhanced Image Registration Model☆44Sep 30, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ECCV 2022 Oral🔥] KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution☆24Dec 14, 2025Updated 8 months ago
- Official implementation of the paper: Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers☆42Aug 13, 2021Updated 5 years ago
- Automatic and reference-free MR artifact detection☆25Feb 23, 2020Updated 6 years ago
- Official implementation for 'Toward Real-World Super-Resolution via Adaptive Downsampling Models' (TPAMI)☆37Feb 17, 2023Updated 3 years ago
- 3D deformable convolution network(DCN) for head and neck tumor segmentation☆11May 4, 2023Updated 3 years ago
- The codebase for 'CoIL: Coordinate-based Internal Learning for Tomographic Imaging'☆24Mar 9, 2022Updated 4 years ago
- Dataset for VIS-SWIR snapshot hyperspectral imaging across unstructured terrain☆12Jan 8, 2025Updated last year