ICON Lab (@icon-lab)
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  • Stars
    star
    711
  • Global Org. Rank 19,218 (Top 7 %)
  • Registered over 7 years ago
  • Most used languages
    Python
         80.8 %
    MATLAB
         19.2 %

Top repositories

1

SynDiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).
Python
223
star
2

ResViT

Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis
Python
126
star
3

pGAN-cGAN

Official implementations of the pixel-wise and cycle-consistency GAN models for multi-contrast MRI synthesis
Python
60
star
4

I2I-Mamba

Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces
Python
54
star
5

AdaDiff

Official PyTorch implementation of AdaDiff described in the paper (https://arxiv.org/abs/2207.05876).
Python
48
star
6

SLATER

Official implementation of the paper: Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers
Python
36
star
7

BolT

Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)
Python
29
star
8

SelfRDB

Official PyTorch implementation of SelfRDB, a diffusion bridge model for multi-modal medical image synthesis
Python
27
star
9

FDB

Official implementation of the Fourier-constrained diffusion bridges (FDB) model for MRI reconstruction
Python
25
star
10

mrirecon

ICON Lab @ Bilkent University
18
star
11

pFLSynth

One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)
Python
17
star
12

FedGIMP

Official TensorFlow implementation of Federated Learning of Generative Image Priors for MRI Reconstruction (FedGIMP)
Python
13
star
13

HST

Official implementation of Hierarchical Spectrogram Transformers (HST)
Python
13
star
14

A-LORAKS-CS

Automated Parameter Selection for Accelerated MRI Reconstruction via Low-Rank Modeling of Local k-Space Neighborhoods
MATLAB
5
star
15

ssGAN

Official implementation of the semi-supervised GAN model for MRI contrast translation
Python
5
star
16

ProvoGAN

Official Implementation of Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery
Python
4
star
17

TranSMS

Official Implementation of Transformers for System Matrix Super-resolution (TranSMS)
Python
4
star
18

DreaMR

Diffusion-driven Counterfactual Explanation for Functional MRI (https://arxiv.org/abs/2307.09547)
Python
4
star
19

CELF

Constrained Ellipse Fitting for Efficient Parameter Mapping With Phase-Cycled bSSFP MRI
MATLAB
4
star
20

SSDiffRecon

Official implementation of Self-Supervised Diffusion Model for MRI Reconstruction
Python
3
star
21

FD-Net

Official repository for "FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI"
Python
3
star
22

ReCaT

MATLAB
2
star
23

PP-MPI

Official repository for Plug-n-Play MPI Reconstruction
Python
2
star
24

SPIN-VM

MATLAB
2
star
25

PSFNet

Official implementation of "Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes"
Python
2
star
26

DEQ-MPI

Official implementation of DEQ-MPI: A deep equilibrium reconstruction model for magnetic particle imaging
Python
1
star
27

PESCaT

Projection onto epigraph sets for rapid self-tuning compressed-sensing MRI
MATLAB
1
star