Mingxia Liu

8 papers · 2019–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) ⚡ Prolific Year (5) 🚀 Conference Pioneer

Conferences

MICCAI (6) AAAI (2)

Top co-authors

Weili Lin (3) Wei Wang (3) Qianqian Wang (3) Hong-Jun Li (3) Pew-Thian Yap (2) Minhui Yu (2) Daoqiang Zhang (2) Meimei Yang (1) Dequan Meng (1) Mingliang Wang (1)

Keywords

feature extraction (2) dimensionality reduction (1) medical imaging (1) graph based methods (1) brain network analysis (1) kernel optimization (1) fmri datum (1) disease diagnosis (1) brain network (1) hub detection (1) functional connectivity (1) functional alignment (1)

Papers

Unpaired Multi-Site Brain MRI Harmonization with Image Style-Guided Latent Diffusion MICCAI 2025

Dynamic Function-Structure Connectivity Coupling for Predicting Progression Trajectories in Neurocognitive Decline MICCAI 2025

Hyperbolic Kernel GCN with Structure-Function Connectivity Coupling for Neurocognitive Impairment Analysis MICCAI 2025

MMBNA: Masked Multiview Brain Network Analysis via Disentangling for Alzheimer’s Early Diagnosis with fMRI MICCAI 2025

Distribution-Guided Multi-Tracer Brain PET Synthesis from Structural MRI with Class-Conditioned Weighted Diffusion MICCAI 2025

Attention-Enhanced Fusion of Structural and Functional MRI for Analyzing HIV-Associated Asymptomatic Neurocognitive Impairment MICCAI 2024

Graph-Based Decoding Model for Functional Alignment of Unaligned fMRI Data AAAI 2020

Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019