ICON Lab
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35 repositories
ACE-LoRA
PublicOfficial implementation of ACE-LoRA- Official implementation of "Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models"
- Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces
NeuroSSM
PublicOfficial implementation of NeuroSSM: A Multi-Scale Differential State-Space Model for fMRI Analysis- Official implementation of DenoMamba: A fused state-space model for low-dose CT denoising
SelfRDB
PublicOfficial PyTorch implementation of SelfRDB, a diffusion bridge model for multi-modal medical image synthesis- Official implementation of MambaRoll: A Physics-Driven Autoregressive State Space Model for Medical Image Reconstruction (https://arxiv.org/abs/2412.09331)
- Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).
FedGAT
PublicOfficial implementation of FedGAT: Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction (https://arxiv.org/abs/2502.04521)GraphCorr
PublicOfficial implementation of GraphCorr: A graph transformer plug-in module for deep fMRI classifiers- Official PyTorch implementation of AdaDiff described in the paper (https://arxiv.org/abs/2207.05876).
pFLSynth
PublicOne Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)PSFNet
Public- Official implementation of the Fourier-constrained diffusion bridges (FDB) model for MRI reconstruction
- Official implementation of Self-Supervised Diffusion Model for MRI Reconstruction
- Official repository for "FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI"
- Official implementation of DEQ-MPI: A deep equilibrium reconstruction model for magnetic particle imaging
- Diffusion-driven Counterfactual Explanation for Functional MRI (https://arxiv.org/abs/2307.09547)
BolT
PublicFused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)- Official Implementation of Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery
ResViT
PublicOfficial Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis- Official Implementation of Transformers for System Matrix Super-resolution (TranSMS)
- Official repository for Plug-n-Play MPI Reconstruction
HST
PublicOfficial implementation of Hierarchical Spectrogram Transformers (HST)ssGAN
PublicOfficial implementation of the semi-supervised GAN model for MRI contrast translationFedGIMP
PublicOfficial TensorFlow implementation of Federated Learning of Generative Image Priors for MRI Reconstruction (FedGIMP)CELF
Publicmrirecon
PublicICON Lab @ Bilkent UniversityA-LORAKS-CS
PublicSLATER
PublicOfficial implementation of the paper: Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers
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