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List of works by Jiadong Ji

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

scientific article published on 31 October 2019

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

scientific article published on 28 December 2018

A novel Markov Blanket-based repeated-fishing strategy for capturing phenotype-related biomarkers in big omics data

scientific article

A novel chi-square statistic for detecting group differences between pathways in systems epidemiology.

scientific article published on 7 September 2016

A powerful latent variable method for detecting and characterizing gene-based gene-gene interaction on multiple quantitative traits

scientific article

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

scientific article published on 12 February 2016

A powerful score-based test statistic for detecting gene-gene co-association

scientific article published on 29 January 2016

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

scientific article published on 30 September 2016

Brain connectivity alteration detection via matrix-variate differential network model

scientific article published on 23 August 2020

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

scientific article

Dyslipidemia in rural areas of North China: prevalence, characteristics, and predictive value

scientific article

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

scientific article

Molecular mechanisms involved in the side effects of fatty acid amide hydrolase inhibitors: a structural phenomics approach to proteome-wide cellular off-target deconvolution and disease association.

scientific article

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

scientific article

Network regression analysis for binary and ordinal categorical phenotypes in transcriptome-wide association studies

scientific article published in 2022

Prevalence of CHD-related metabolic comorbidity of diabetes mellitus in Northern Chinese adults: the REACTION study

scientific article published on 24 November 2015

Short-term effects of ambient air pollution on chronic obstructive pulmonary disease admissions in Beijing, China (2013-2017)

article

The efficacy and adverse events of mTOR inhibitors in lymphangioleiomyomatosis: systematic review and meta-analysis

scientific article published on 14 August 2018

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