Two-step "Proxy" Omics Prediction
A two-step phenotype prediction framework integrating genomic, microbiome, and metabolome data, leveraging nonlinear modeling. The article is available on bioRxiv.
rrda: Ridge Redundancy Analysis for High-Dimensional Omics Data
The model handles the relationship of two omics matrices by incorporating ridge regression and dimensionality reduction. The article is available on bioRxiv. The R package 'rrda' is available on CRAN and GitHub.
Interpretable Nonlinear Plant-Microbe Network
A machine Learning approach for elucidating Plant Microbe Interaction through multi-omics data. The article is available on bioRxiv.
A variable selection approach for multi-omics data by reciprocal BLUP modeling. The article is available on bioRxiv.
Plant Protein Monitoring System
I have a bachelor's and master's degree in plant molecular biology. I developed a monitoring system using luciferase fusion protein for elucidating rice photoperiodic flowering. Published in Frontiers in Plant Science.