Amanda Zhou
AZ
Education
PhD University of North Carolina-Chapel Hill
MS University of Maryland
Publications
- A Unified Bayesian Framework for Cross-Technology Collision Cross Section Postcalibration Correction and Multilaboratory Harmonization , Analytical Chemistry (2026)
- Computational framework for therapeutic target discovery via perturbation simulation: application to cystic fibrosis airway disease , Briefings in Bioinformatics (2026)
- Hierarchical Multi-Omics Trajectory Prediction for Fecal Microbiota Transplantation: A Novel Machine Learning Framework for Small-Sample Longitudinal Multi-Omics Integration , bioRxiv (Cold Spring Harbor Laboratory) (2026)
- Linking Climate Features to Human Life Expectancy in the United States: Implications for Integrated Climate and Health Policies , The Journal of Climate Change and Health (2026)
- Computation of Ancestry Scores with Mixed Families and Unrelated Individuals , UNC Libraries (2025)
- Detecting Algorithmic Bias in ICU Clinical Decision: A Doubly-Robust Framework for Auditing Treatment Recommendation Disparities , medRxiv (2025)
- Genetic Modifiers of Cystic Fibrosis Lung Disease Severity: Whole-Genome Analysis of 7,840 Patients. , UNC Libraries (2025)
- HAP-SAMPLE2: data-based resampling for association studies with admixture , Bioinformatics (2025)
- Identifying novel therapeutic targets in cystic fibrosis through advanced single-cell transcriptomics analysis , Computers in Biology and Medicine (2025)
- MagicalRsq: Machine-learning-based genotype imputation quality calibration , UNC Libraries (2025)