Xun Zhu

GranatumX provides a web-based platform for single-cell RNA sequencing analysis, enabling biologists to use bioinformatics tools through a graphical interface and allowing developers to integrate their own tools into customizable pipelines.

DeepImpute is a deep neural network method for imputing single-cell RNA-seq data, showing better accuracy and scalability than existing methods.

The paper introduces SSrGE, a method using SNVs from scRNA-seq to identify subpopulations and link genotype-phenotype relationships, showing better accuracy than gene expression.

Granatum provides a web-based, graphical pipeline for scRNA-Seq analysis, enabling non-programmers to perform various analysis steps without coding.

Cox-nnet improves prognosis prediction using high-throughput transcriptomics data with higher accuracy than existing methods and provides biological insights.