mxliu

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/View-centralized-Multi-view-Learning-for-Disease-Diagnosis

mxliu/Inherent-Structure-based-Multi-view-Learning-with-Multi-template-Representation

mxliu/Pairwise-Constraint-Guided-Sparse-Learning-for-Feature-Selection

mxliu/Relationship-induced-Multi-template-Learning-for-Brain-Disease-Diagnosis

mxliu/Joint-Binary-Classifier-Learning-with-Error-Correcting-Output-Code

mxliu/Effective-Distance-based-Sparse-Feature-Selection

mxliu/Anatomical-Landmark-based-Feature-Learning-for-Structural-MRIs

mxliu/View-aligned-Hypergraph-Learning-with-Incomplete-Multi-modality-Data

mxliu/Multi-hypergraph-Learning-with-Incomplete-Multi-modality-Data

mxliu/Ordinal-Pattern-Descriptor-for-Brain-Functional-Connectivity-Networks

mxliu/Landmark-based-Multi-instance-Learning-for-Brain-Disease-Identification

mxliu/Cycle-consistent-GAN-for-Synthesizing-Incomplete-Multi-modal-Neuroimages

mxliu/Weakly-supervised-Deep-Network-for-Joint-Classification-and-Regression

mxliu/Deep-Disentangled-Hashing-with-Momentum-Triplets-for-Neuroimage-Search

mxliu/Hierarchical-Fully-Convolutional-Network-for-Joint-Atrophy-Localizationtion

mxliu/Deep-Correlation-Learning-of-fMRI

mxliu/Spatial-Temporal-Dependency-Modeling-and-Network-Hub-Detection-with-fMRI

mxliu/Mutual-Multi-Scale-Triplet-Graph-Convolutional-Network

mxliu/Modularity-Guided-fMRI-Analysis

mxliu/Hyperparameter-Free-Estimation-of-Sparse-Functional-Connectivity-Networks

mxliu/Multi-Site-MRI-Harmonization

mxliu/Progression-Predictioin-of-Subjective-Cognitive-Decline

mxliu/Multi-Site-Clustering-and-Nested-fMRI-Feature-Extraction

mxliu/Modeling-Dynamic-Characteristics-of-Brain-Functional-Connectivity-Networks

mxliu/Awesome-VAEs

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

mxliu/hlRR-

mxliu/JSRL

mxliu/mmtm

Implementation of CVPR 2020 paper "MMTM: Multimodal Transfer Module for CNN Fusion"

mxliu/EvaluatingRobustness

mxliu/modnet-UnsupervisedCommunityDetection

Code for the paper "Unsupervised Community Detection with Modularity-based Attention Model"