Xiaoping Liu

The paper introduces MEMORY, a method to identify GEARs associated with cancer prognosis, finding mitosis-related genes in LUAD and immunity-related genes in BRCA.

This study introduces a causal inference algorithm based on cross-validated predictability, demonstrating high accuracy and robustness in identifying causal relationships and driver genes in liver cancer.

This paper introduces a sample-specific network method to construct individual-specific disease networks from single-sample expression data, identifying disease modules and driver genes without sequencing.