He Y - 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: he y. 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. Among authors: he d, he y. 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. 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: he y. 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. Among authors: he y. 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. 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

Robust covariance estimation for high-dimensional compositional data with application to microbial communities analysis.

He Y, Liu P, Zhang X, Zhou W. He Y, et al. Stat Med. 2021 Jul 10;40(15):3499-3515. doi: 10.1002/sim.8979. Epub 2021 Apr 11. Stat Med. 2021. PMID: 33840134

8

Transfer learning in high-dimensional semiparametric graphical models with application to brain connectivity analysis.

He Y, Li Q, Hu Q, Liu L. He Y, et al. Stat Med. 2022 Sep 20;41(21):4112-4129. doi: 10.1002/sim.9499. Epub 2022 Jun 21. Stat Med. 2022. PMID: 35728799 Free PMC article.

9

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: he y. Front Oncol. 2022 Jun 10;12:899900. doi: 10.3389/fonc.2022.899900. eCollection 2022. Front Oncol. 2022. PMID: 35761863 Free PMC article.

10

Simultaneous cluster structure learning and estimation of heterogeneous graphs for matrix-variate fMRI data.

Liu D, Zhao C, He Y, Liu L, Guo Y, Zhang X. Liu D, et al. Among authors: he y. Biometrics. 2023 Sep;79(3):2246-2259. doi: 10.1111/biom.13753. Epub 2022 Sep 13. Biometrics. 2023. PMID: 36017603 Free PMC article.

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