Ji J - Search Results

1

Simultaneous differential network analysis and classification for matrix-variate data with application to brain connectivity.

Chen H, Guo Y, He Y, Ji J, Liu L, Shi Y, Wang Y, Yu L, Zhang X; Alzheimers Disease Neuroimaging Initiative. Chen H, et al. Among authors: ji j. Biostatistics. 2022 Jul 18;23(3):967-989. doi: 10.1093/biostatistics/kxab007. Biostatistics. 2022. PMID: 33769450 Free PMC article.

2

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

Ji J, He D, Feng Y, He Y, Xue F, Xie L. Ji J, et al. Bioinformatics. 2017 Oct 1;33(19):3080-3087. doi: 10.1093/bioinformatics/btx360. Bioinformatics. 2017. PMID: 28582486 Free PMC article.

3

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

He Y, Ji J, Xie L, Zhang X, Xue F. He Y, et al. Among authors: ji j. BMC Bioinformatics. 2018 Dec 28;19(Suppl 17):493. doi: 10.1186/s12859-018-2461-2. BMC Bioinformatics. 2018. PMID: 30591011 Free PMC article.

4

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

Chen H, He Y, Ji J, Shi Y. Chen H, et al. Among authors: ji j. Front Neurol. 2019 Oct 31;10:1162. doi: 10.3389/fneur.2019.01162. eCollection 2019. Front Neurol. 2019. PMID: 31736866 Free PMC article.

5

Brain connectivity alteration detection via matrix-variate differential network model.

Ji J, He Y, Liu L, Xie L. Ji J, et al. Biometrics. 2021 Dec;77(4):1409-1421. doi: 10.1111/biom.13359. Epub 2020 Sep 1. Biometrics. 2021. PMID: 32829503 Free PMC article.

6

High-dimensional integrative copula discriminant analysis for multiomics data.

He Y, Chen H, Sun H, Ji J, Shi Y, Zhang X, Liu L. He Y, et al. Among authors: ji j. Stat Med. 2020 Dec 30;39(30):4869-4884. doi: 10.1002/sim.8758. Epub 2020 Oct 15. Stat Med. 2020. PMID: 33617001 Free PMC article.

7

Integrated Multi-Omics Analysis Model to Identify Biomarkers Associated With Prognosis of Breast Cancer.

Fan Y, Kao C, Yang F, Wang F, Yin G, Wang Y, He Y, Ji J, Liu L. Fan Y, et al. Among authors: ji j. Front Oncol. 2022 Jun 10;12:899900. doi: 10.3389/fonc.2022.899900. eCollection 2022. Front Oncol. 2022. PMID: 35761863 Free PMC article.

8

Using machine learning to identify gene interaction networks associated with breast cancer.

Liu L, Zhai W, Wang F, Yu L, Zhou F, Xiang Y, Huang S, Zheng C, Yuan Z, He Y, Yu Z, Ji J. Liu L, et al. Among authors: ji j. BMC Cancer. 2022 Oct 17;22(1):1070. doi: 10.1186/s12885-022-10170-w. BMC Cancer. 2022. PMID: 36253742 Free PMC article.

9

An Improved Training Algorithm Based on Ensemble Penalized Cox Regression for Predicting Absolute Cancer Risk.

Liu L, Yang F, Fan Y, Kao C, Wang F, Yu L, He Y, Ji J, Yu Z. Liu L, et al. Among authors: ji j. China CDC Wkly. 2023 Mar 3;5(9):206-212. doi: 10.46234/ccdcw2023.037. China CDC Wkly. 2023. PMID: 37007865 Free PMC article.

10

Differential network knockoff filter with application to brain connectivity analysis.

Ji J, Hou Z, He Y, Liu L, Xue F, Chen H, Yuan Z. Ji J, et al. Stat Med. 2024 Sep 10;43(20):3830-3861. doi: 10.1002/sim.10155. Epub 2024 Jun 24. Stat Med. 2024. PMID: 38922944

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