Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research Interest Keywords
- Machine Learning and Data Science
- Machine Intelligence and Statistics
- Biomedical Reserarch
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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Estimation and inference in directed acyclic graphical models for biological networks
Shen, X. T. (PI), Li, L. (CoI), Pan, W. (CoI) & Yang, T. (CoI)
NIH NAT'L INSTITUTE ON AGING (NIA)
4/1/22 → 1/31/25
Project: Research project
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Causal and integrative deep learning for Alzheimer's disease genetics
Pan, W. (PI), Li, L. (CoI) & Shen, X. T. (CoI)
NIH NAT'L INSTITUTE ON AGING (NIA)
9/15/21 → 8/31/26
Project: Research project
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Estimation and Inference of Gene Regulatory Networks
Shen, X. T. (PI), Albert, F. W. (CoI) & Pan, W. (CoI)
NIH NIGMS NATL INST OF GENERAL
9/15/17 → 8/31/24
Project: Research project
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Collaborative Research: Video interpretation and descrip
Shen, X. T. (PI)
THE NATIONAL SCIENCE FOUNDATION
9/1/17 → 8/31/20
Project: Research project
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A hierarchical ensemble causal structure learning approach for wafer manufacturing
Yang, Y., Bom, S. & Shen, X., Aug 2024, In: Journal of Intelligent Manufacturing. 35, 6, p. 2961-2978 18 p.Research output: Contribution to journal › Article › peer-review
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DeLIVR: a deep learning approach to IV regression for testing nonlinear causal effects in transcriptome-wide association studies
He, R., Liu, M., Lin, Z., Zhuang, Z., Shen, X. & Pan, W., Apr 1 2024, In: Biostatistics. 25, 2, p. 468-485 18 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Inference of nonlinear causal effects with application to TWAS with GWAS summary data
Dai, B., Li, C., Xue, H., Pan, W. & Shen, X., 2024, In: Proceedings of Machine Learning Research. 236, p. 793-826 34 p.Research output: Contribution to journal › Conference article › peer-review
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Inferring a directed acyclic graph of phenotypes from GWAS summary statistics
Zilinskas, R., Li, C., Shen, X., Pan, W. & Yang, T., Mar 2024, In: Biometrics. 80, 1, ujad039.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Nonlinear Causal Discovery with Confounders
Li, C., Shen, X. & Pan, W., 2024, In: Journal of the American Statistical Association. 119, 546, p. 1205-1214 10 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations