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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):
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Estimation and inference in directed acyclic graphical models for biological networks
Shen, X. T., Li, L., Pan, W. & Yang, T.
NIH NAT'L INSTITUTE ON AGING (NIA)
4/1/22 → 1/31/24
Project: Research project
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Causal and integrative deep learning for Alzheimer's disease genetics
NIH NAT'L INSTITUTE ON AGING (NIA)
9/15/21 → 8/31/26
Project: Research project
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Deep Learning with Neuroimaging Genetic Data for Alzheimer's Disease
NIH NAT'L INSTITUTE ON AGING (NIA)
9/30/20 → 6/30/25
Project: Research project
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Integrating Alzheimer's disease GWAS with proteomic and metabolomic QTL data
NIH NAT'L INSTITUTE ON AGING (NIA)
9/15/20 → 8/31/24
Project: Research project
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Biostatistics in Genetics and Genomics Training Program
NIH NIGMS NATL INST OF GENERAL
7/9/20 → 6/30/25
Project: Research project
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Deep Learning-Based Feature Extraction with MRI Data in Neuroimaging Genetics for Alzheimer’s Disease
on behalf of the Alzheimer’s Disease Neuroimaging Initiative, Mar 2023, In: Genes. 14, 3, 626.Research output: Contribution to journal › Article › peer-review
Open Access -
Sparse prediction informed by genetic annotations using the logit normal prior for Bayesian regression tree ensembles
ADNI, The Alzheimer's Disease Neuroimaging Initiative, Feb 2023, In: Genetic epidemiology. 47, 1, p. 26-44 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Accounting for nonlinear effects of gene expression identifies additional associated genes in transcriptome-wide association studies
Lin, Z., Xue, H., Malakhov, M. M., Knutson, K. A. & Pan, W., Jul 15 2022, In: Human molecular genetics. 31, 14, p. 2462-2470 9 p.Research output: Contribution to journal › Article › peer-review
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A practical problem with Egger regression in Mendelian randomization
Lin, Z., Pan, I. & Pan, W., May 4 2022, In: PLoS genetics. 18, 5, e1010166.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Deep reinforcement learning for personalized treatment recommendation
Liu, M., Shen, X. & Pan, W., Sep 10 2022, In: Statistics in Medicine. 41, 20, p. 4034-4056 23 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations