Mingxia Liu
Machine Learning, Biomedical Data Analysis, Generative AI
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About
Mingxia Liu works in AI engineering and ML & data science, based in NC, USA (UNC at Chapel Hill). Machine Learning, Biomedical Data Analysis, Generative AI. Public projects on GitHub include ACTION-Software (Open-Source Python Software for Functional MRI Analysis), wiseDNN (Weakly-supervised Deep Learning for Brain Disease Prognosis using MRI and Incomplete Clinical Scores) and DomainATM-Domain-Adaptation-Toolbox-for-Medical-Data-Analysis (DomainATM: Domain Adaptation Toolbox for Medical Data Analysis. arXiv:2209.11890, 2022), mostly written in Python.
Projects 4
ACTION-Software
Open-Source Python Software for Functional MRI Analysis
github.comwiseDNN
Weakly-supervised Deep Learning for Brain Disease Prognosis using MRI and Incomplete Clinical Scores
github.comDomainATM-Domain-Adaptation-Toolbox-for-Medical-Data-Analysis
DomainATM: Domain Adaptation Toolbox for Medical Data Analysis. arXiv:2209.11890, 2022.
github.com- github.com
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.