Picture for Chen Qin

Chen Qin

STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification

Add code
Mar 08, 2025
Viaarxiv icon

Towards Universal Learning-based Model for Cardiac Image Reconstruction: Summary of the CMRxRecon2024 Challenge

Add code
Mar 05, 2025
Viaarxiv icon

Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow Matching

Add code
Feb 24, 2025
Viaarxiv icon

Uncertainty quantification for White Matter Hyperintensity segmentation detects silent failures and improves automated Fazekas quantification

Add code
Nov 26, 2024
Viaarxiv icon

Sampling-Pattern-Agnostic MRI Reconstruction through Adaptive Consistency Enforcement with Diffusion Model

Add code
Sep 22, 2024
Viaarxiv icon

SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention

Add code
Aug 06, 2024
Figure 1 for SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention
Figure 2 for SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention
Figure 3 for SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention
Figure 4 for SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention
Viaarxiv icon

CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization

Add code
Aug 03, 2024
Figure 1 for CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization
Figure 2 for CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization
Figure 3 for CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization
Figure 4 for CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization
Viaarxiv icon

TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data

Add code
Jul 10, 2024
Figure 1 for TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
Figure 2 for TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
Figure 3 for TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
Figure 4 for TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
Viaarxiv icon

CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI

Add code
Jun 27, 2024
Figure 1 for CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
Figure 2 for CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
Figure 3 for CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
Figure 4 for CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI
Viaarxiv icon

Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization

Add code
Apr 02, 2024
Figure 1 for Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization
Figure 2 for Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization
Figure 3 for Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization
Figure 4 for Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization
Viaarxiv icon