ICON Lab

SynDiff

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

ResViT

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

I2I-Mamba

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

pGAN-cGAN

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

SelfRDB

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

AdaDiff

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

SLATER

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

BolT

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

FDB

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

DenoMamba

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

pFLSynth

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

HST

Official implementation of Hierarchical Spectrogram Transformers (HST)

MambaRoll

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

mrirecon

ICON Lab @ Bilkent University

FedGAT

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

FedGIMP

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

MedTrim

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

A-LORAKS-CS

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

PP-MPI

Official repository for Plug-n-Play MPI Reconstruction

ProvoGAN

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

CELF

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

DEQ-MPI

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

DreaMR

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

FD-Net

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

SSDiffRecon

Official implementation of Self-Supervised Diffusion Model for MRI Reconstruction

ssGAN

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

TranSMS

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

PSFNet

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

SPIN-VM

GraphCorr

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