Xiran Liu Source Confirmed
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Postdoctoral Research Associate
John Brown University
postdoc
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Biography and Research Information
OverviewAI-generated summary
Dr. Xiran Liu is a Postdoctoral Research Associate at John Brown University whose work spans diverse areas, from advanced neuroimaging to evolutionary genetics. Her publication record reflects this breadth, including studies using MRI in cancer diagnosis and investigating the impact of rehabilitation on stroke patients. Liu also applies multi-omic approaches to understanding disease, as demonstrated by her work deconvoluting the correlates of COVID-19 severity and identifying molecular profiles in malignant pleural mesothelioma. Furthermore, her research delves into theoretical population genetics, examining allele-sharing dissimilarity between and within populations.
Her primary research interests include genetic mapping and diversity in plants and animals, genetic associations and epidemiology, and the development and application of advanced neuroimaging techniques.
Metrics
- h-index: 6
- Publications: 35
- Citations: 158
Selected Publications
- ML-MAGES: A machine learning framework for multivariate genetic association analyses with genes and effect size shrinkage (2025) DOI
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