Pinned Repositories
ACTION-Software-for-Functional-MRI-Analysis
Open-Source Python Software for Functional MRI Analysis
Attention-Guided-Autoencoder-for-MRI-based-Disease-Progression-Prediction
Batch-Spectral-Penalization
Code release for Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation (ICML 2019)
DomainATM-Domain-Adaptation-Toolbox-for-Medical-Data-Analysis
DomainATM: Domain Adaptation Toolbox for Medical Data Analysis. arXiv:2209.11890, 2022.
HFCN_TPAMI
ICNet
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration
Joint-MRI-Denoising-and-Motion-Artifact-Correction
Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI
Landmark-based-Multi-instance-Learning-for-Brain-Disease-Identification
Unsupervised-Contrastive-Graph-Learning
wiseDNN
Weakly-supervised Deep Learning for Brain Disease Prognosis using MRI and Incomplete Clinical Scores
mxliu's Repositories
mxliu/ACTION-Software-for-Functional-MRI-Analysis
Open-Source Python Software for Functional MRI Analysis
mxliu/DomainATM-Domain-Adaptation-Toolbox-for-Medical-Data-Analysis
DomainATM: Domain Adaptation Toolbox for Medical Data Analysis. arXiv:2209.11890, 2022.
mxliu/Joint-MRI-Denoising-and-Motion-Artifact-Correction
Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI
mxliu/Unsupervised-Contrastive-Graph-Learning
mxliu/Attention-Guided-Autoencoder-for-MRI-based-Disease-Progression-Prediction
mxliu/Brain-Modularity-Prior-Modeling-for-fMRI-Analysis
mxliu/MDGL
Multi-Scale Dynamic Graph Learning for Brain Disorder Detection with Functional MRI
mxliu/Multi-Scale-Graph-Representation-Learning-for-fMRI-Analysis
Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI. Frontiers in Neuroinformatics, 15: 802305, 2021.
mxliu/Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
mxliu/Triplet-Constrained-Deep-Hashing
The source code of the TCDH
mxliu/Augmentation-based-Unsupervised-Functional-MRI-Adaptation
mxliu/Brain-anatomy-prior-modeling
mxliu/COVID-US
Open benchmark dataset of COVID-19 related ultrasound imaging data, curated and systematically validated — Ensemble de données de référence ouvert d'imagerie échographique liées à la COVID-19, organisé et systématiquement validé
mxliu/Disease-image-specific-Learning-for-Diagnosis-oriented-Neuroimage-Synthesis
mxliu/Functional-MRI-Adaptation-with-Attention-Graph-Convolution-Network
Resting-State Functional MRI Adaptation with Attention Graph Convolution Network for Brain Disorder Identification. Brain Sciences. 12 (10): 1413, 2022.
mxliu/Graph-Augmentation-Guided-Federated-Knowledge-Distillation
The source code for GAFD framework
mxliu/graph-data-augmentation-papers
A curated list of graph data augmentation papers.
mxliu/Inherent-Structure-based-Multi-view-Learning-with-Multi-template-Representation
mxliu/LLDprogression
mxliu/MRI-Harmonization-via-Disentangled-Latent-Energy-Based-Style-Translation
Project Repository for paper Disentangled Latent Energy-based Style Translation
mxliu/Multi-Scale-Dynamic-Graph-Learning
mxliu/Multi-Site-fMRI-Hamonization-via-Collaborative-Learning
Addressing Multi-Site Functional MRI Heterogeneity through Dual-Expert Collaborative Learning for Brain Disease Identification
mxliu/Pairwise-Constraint-Guided-Sparse-Learning-for-Feature-Selection
mxliu/Relationship-induced-Multi-template-Learning-for-Brain-Disease-Diagnosis
mxliu/Segmentation-enhanced-Multi-scale-Deep-Hashing
mxliu/Source-free-fMRI-Domain-Adaptation
Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis
mxliu/Specificity-Preserving-Federated-Graph-Learning
mxliu/Spectrum-based-Image-Level-MRI-Harmonization
Fast Image-Level MRI Harmonization via Spectrum Analysis. The 13th International Workshop on Machine Learning in Medical Imaging (MLMI 2022), Singapore, September 18, 2022.
mxliu/UFANet
mxliu/View-centralized-Multi-view-Learning-for-Disease-Diagnosis