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Xiaotong T Shen

1993 …2020

Research output per year

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Projects

Shen:FRG: Collaborative Research: Generative Learning on Unstructured Data with Applications to Natural Language Processing and Hyperlink Prediction

Shen, X. T.

National Science Foundation

7/1/20 → 6/30/23

Project: Research project

Estimation and Inference of Gene Regulatory Networks

Shen, X. T., Albert, F. W. & Pan, W.

NIH NIGMS NATL INST OF GENERAL

9/15/17 → 8/31/21

Project: Research project

    • Collaborative Research: Video interpretation and descrip

    Shen, X. T.

    National Science Foundation

    9/1/17 → 8/31/20

    Project: Research project

    • Collaborative Research: Collaborative learning for multi

    Shen, X. T.

    National Science Foundation

    7/1/17 → 6/30/21

    Project: Research project

    • Genetic Association and Personalized Medicine

    Pan, W., Connett, J. E. & Shen, X. T.

    National Institutes of Health

    7/1/15 → 4/30/21

    Project: Research project

    • Research Output

    Discussion of “From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation”

    Shen, X. & Huang, H. C., Jan 2 2020, In : Journal of the American Statistical Association. 115, 529, p. 152-156 5 p.

    Research output: Contribution to journal › Comment/debate

    On High-Dimensional Constrained Maximum Likelihood Inference

    Zhu, Y., Shen, X. & Pan, W., Jan 2 2020, In : Journal of the American Statistical Association. 115, 529, p. 217-230 14 p.

    Research output: Contribution to journal › Article

    • Application of deep convolutional neural networks in classification of protein subcellular localization with microscopy images

    Xiao, M., Shen, X. & Pan, W., Apr 2019, In : Genetic epidemiology. 43, 3, p. 330-341 12 p.

    Research output: Contribution to journal › Article

    • 1 Scopus citations

    A simple convolutional neural network for prediction of enhancer-promoter interactions with DNA sequence data

    Zhuang, Z., Shen, X. & Pan, W., Sep 1 2019, In : Bioinformatics. 35, 17, p. 2899-2906 8 p.

    Research output: Contribution to journal › Article

    • 6 Scopus citations

    Constrained likelihood for reconstructing a directed acyclic Gaussian graph

    Yuan, Y., Shen, X., Pan, W. & Wang, Z., Mar 1 2019, In : Biometrika. 106, 1, p. 109-125 17 p.

    Research output: Contribution to journal › Article

    Open Access
    • 1 Scopus citations