3 papers
q-bio.QM2023
STW-MD: A Novel Spatio-Temporal Weighting and Multi-Step Decision Tree Method for Considering Spatial Heterogeneity in Brain Gene Expression Data
Shanjun Mao, Xiao Huang, Runjiu Chen +6
Motivation: Gene expression during brain development or abnormal development is a biological process that is highly dynamic in spatio and temporal. Due to the lack of comprehensive…
stat.ME2023
A Geometric Statistic for Quantifying Correlation Between Tree-Shaped Datasets
Shanjun Mao, Xiaodan Fan, Jie Hu
The magnitude of Pearson correlation between two scalar random variables can be visually judged from the two-dimensional scatter plot of an independent and identically distributed…
stat.ME2023
Bayesian Inference of Gene Expression Dynamics in Alzheimer Brains
Shanjun Mao, Xiaodan Fan
Alzheimer's disease (AD) is a serious neurodegenerative disease consisting of four stages where the illness gets progressively worse. It is of great significance to detect the gene…