icon-lab/SelfRDB

Official PyTorch implementation of SelfRDB, a diffusion bridge model for multi-modal medical image synthesis

Language: Python - Size: 453 KB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 56 - Forks: 2

icon-lab/DenoMamba

Official implementation of DenoMamba: A fused state-space model for low-dose CT denoising

Language: Python - Size: 368 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 28 - Forks: 1

icon-lab/FedGAT

Official implementation of FedGAT: Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction (https://arxiv.org/abs/2502.04521)

Language: Python - Size: 4.91 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 12 - Forks: 0

icon-lab/pGAN-cGAN

Official implementations of the pixel-wise and cycle-consistency GAN models for multi-contrast MRI synthesis

Language: Python - Size: 147 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 67 - Forks: 21

icon-lab/SLATER

Official implementation of the paper: Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers

Language: Python - Size: 152 KB - Last synced at: 10 days ago - Pushed at: almost 4 years ago - Stars: 41 - Forks: 7

icon-lab/SynDiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

Language: Python - Size: 9.77 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 269 - Forks: 38

icon-lab/ResViT

Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis

Language: Python - Size: 2.01 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 146 - Forks: 27

icon-lab/BolT

Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)

Language: Python - Size: 343 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 32 - Forks: 6

icon-lab/MambaRoll

Official implementation of MambaRoll: A Physics-Driven Autoregressive State Space Model for Medical Image Reconstruction (https://arxiv.org/abs/2412.09331)

Language: Python - Size: 318 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 16 - Forks: 1

icon-lab/I2I-Mamba

Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces

Language: Python - Size: 294 KB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 69 - Forks: 7

icon-lab/MedTrim

Official implementation of "Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models"

Language: Python - Size: 40 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

icon-lab/CELF

Constrained Ellipse Fitting for Efficient Parameter Mapping With Phase-Cycled bSSFP MRI

Language: MATLAB - Size: 9.77 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

icon-lab/pFLSynth

One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)

Language: Python - Size: 5.79 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 2

icon-lab/FD-Net

Official repository for "FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI"

Language: Python - Size: 90.6 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 1

icon-lab/DEQ-MPI

Official implementation of DEQ-MPI: A deep equilibrium reconstruction model for magnetic particle imaging

Language: Python - Size: 16.4 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 2

icon-lab/HST

Official implementation of Hierarchical Spectrogram Transformers (HST)

Language: Python - Size: 143 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 6

icon-lab/FDB

Official implementation of the Fourier-constrained diffusion bridges (FDB) model for MRI reconstruction

Language: Python - Size: 1.63 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 6

icon-lab/AdaDiff

Official PyTorch implementation of AdaDiff described in the paper (https://arxiv.org/abs/2207.05876).

Language: Python - Size: 2.08 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 54 - Forks: 9

icon-lab/SSDiffRecon

Official implementation of Self-Supervised Diffusion Model for MRI Reconstruction

Language: Python - Size: 102 KB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0

icon-lab/mrirecon

ICON Lab @ Bilkent University

Size: 73.3 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 1

icon-lab/FedGIMP

Official TensorFlow implementation of Federated Learning of Generative Image Priors for MRI Reconstruction (FedGIMP)

Language: Python - Size: 141 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 2

icon-lab/ProvoGAN

Official Implementation of Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery

Language: Python - Size: 110 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

icon-lab/GraphCorr

Official implementation of GraphCorr: A graph transformer plug-in module for deep fMRI classifiers

Language: Python - Size: 1.22 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

icon-lab/DreaMR

Diffusion-driven Counterfactual Explanation for Functional MRI (https://arxiv.org/abs/2307.09547)

Language: Python - Size: 6.52 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

icon-lab/PSFNet

Official implementation of "Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes"

Language: Python - Size: 491 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

icon-lab/ssGAN

Official implementation of the semi-supervised GAN model for MRI contrast translation

Language: Python - Size: 71.3 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 2

icon-lab/PP-MPI

Official repository for Plug-n-Play MPI Reconstruction

Language: Python - Size: 693 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

icon-lab/TranSMS

Official Implementation of Transformers for System Matrix Super-resolution (TranSMS)

Language: Python - Size: 103 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

icon-lab/ReCaT

Language: Matlab - Size: 73.2 MB - Last synced at: 4 months ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

icon-lab/A-LORAKS-CS

Automated Parameter Selection for Accelerated MRI Reconstruction via Low-Rank Modeling of Local k-Space Neighborhoods

Language: MATLAB - Size: 68.6 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 2

icon-lab/PESCaT

Projection onto epigraph sets for rapid self-tuning compressed-sensing MRI

Language: MATLAB - Size: 14.8 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 3

icon-lab/SPIN-VM

Language: MATLAB - Size: 1.08 MB - Last synced at: 17 days ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

icon-lab/segSampling

Language: Matlab - Size: 77.5 MB - Last synced at: 4 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0