Yi‐Hui Zhou

Hierarchical Multi-Omics Trajectory Prediction forFecal Microbiota Transplantation: A Novel MachineLearning Framework for Small-Sample LongitudinalMulti-Omics Integration

This paper introduces HMOTP, a machine learning framework for predicting patient trajectories in small-sample longitudinal multi-omics studies, achieving high accuracy in FMT applications.

Selective Age-Related Changes in Brain Network Connectivity During Young Adulthood: Sensory Networks Decrease While Hub Networks Remain Stable

Inducible genome-wide mutagenesis for improvement of pDNA production by E. coli

This study develops an E. coli strain with enhanced plasmid DNA production through genome-wide mutagenesis and identifies key genetic factors contributing to increased plasmid copy numbers.

Leveraging TOPMed Imputation Server and Constructing a Cohort-Specific Imputation Reference Panel to Enhance Genotype Imputation among Cystic Fibrosis Patients

The paper improves genotype imputation for CF patients using the TOPMed reference panel and a CF-specific imputation panel, enhancing marker coverage and PRS accuracy.

Marker-Trait Complete Analysis

The paper introduces MTCA, a method for accurate statistical testing of trait-genomic feature associations, handling maxima and sums of r2 statistics while accounting for correlations.