Jiadong Ji

发表

A new insight into underlying disease mechanism through semi-parametric latent differential network model

Lei Xie, Yong He, Xinsheng Zhang, 2018 .

A powerful score-based statistical test for group difference in weighted biological networks

Xiaoshuai Zhang, Fuzhong Xue, Jiadong Ji, 2016, BMC Bioinformatics.

A new insight into underlying disease mechanism through semi-parametric latent differential network model

Lei Xie, Yong He, Fuzhong Xue, 2018, bioRxiv.

Robust feature screening for elliptical copula regression model

Yong He, Liang Zhang, Jiadong Ji, 2018, J. Multivar. Anal..

JDINAC: joint density-based non-parametric differential interaction network analysis and classification using high-dimensional sparse omics data

Lei Xie, Yong He, Yang Feng, 2017, bioRxiv.

A powerful weighted statistic for detecting group differences of directed biological networks

Jing Xu, Fuzhong Xue, Jiadong Ji, 2016, Scientific Reports.

PMINR: Pointwise Mutual Information-Based Network Regression – With Application to Studies of Lung Cancer and Alzheimer’s Disease

Jiadong Ji, Jinghua Zhao, Zhongshang Yuan, 2020, Frontiers in Genetics.

Dynamic Brain Connectivity Alternation Detection via Matrix-variate Differential Network Model

Lei Xie, Yong He, Jiadong Ji, 2018, bioRxiv.

Brain connectivity alteration detection via matrix‐variate differential network model

Lei Xie, Jiadong Ji, Lei Liu, 2020, Biometrics.

JDINAC: joint density-based non-parametric differential interaction network analysis and classification using high-dimensional sparse omics data

Yang Feng, Di He, Lei Xie, 2017, bioRxiv.

Additional file 1 of A new insight into underlying disease mechanism through semi-parametric latent differential network model

Yong He, Xinsheng Zhang, Fuzhong Xue, 2018 .

Network or regression-based methods for disease discrimination: a comparison study

Fuzhong Xue, Jiadong Ji, Zhongshang Yuan, 2016, BMC Medical Research Methodology.

Detection for pathway effect contributing to disease in systems epidemiology with a case–control design

Jing Xu, Jiadong Ji, Zhongshang Yuan, 2015, BMJ Open.

Risk Prediction of Dyslipidemia for Chinese Han Adults Using Random Forest Survival Model

Jiadong Ji, Xiaoshuai Zhang, Jiadong Ji, 2019, Clinical epidemiology.

A Machine Learning Method for Identifying Critical Interactions Between Gene Pairs in Alzheimer's Disease Prediction

Jiadong Ji, Yong He, Hao Chen, 2019, Front. Neurol..

High‐dimensional integrative copula discriminant analysis for multiomics data

Yong He, Hao Chen, Jiadong Ji, 2020, Statistics in medicine.