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- Publications
- Influence
Artificial Intelligence Forecasting of Covid-19 in China
- Z. Hu, Q. Ge, S. Li, L. Jin, Momiao Xiong
- Geography, Biology
- 17 February 2020
BACKGROUND An alternative to epidemiological models for transmission dynamics of Covid-19 in China, we propose the artificial intelligence (AI)-inspired methods for real-time forecasting of Covid-19… Expand
Genome-wide gene and pathway analysis
- Li Luo, Gang Peng, Y. Zhu, Hua Dong, C. Amos, Momiao Xiong
- Biology, Medicine
- European Journal of Human Genetics
- 5 May 2010
Current GWAS have primarily focused on testing association of single SNPs. To only test for association of single SNPs has limited utility and is insufficient to dissect the complex genetic structure… Expand
Pleiotropy Analysis of Quantitative Traits at Gene Level by Multivariate Functional Linear Models
In genetics, pleiotropy describes the genetic effect of a single gene on multiple phenotypic traits. A common approach is to analyze the phenotypic traits separately using univariate analyses and… Expand
Forecasting and evaluating intervention of Covid-19 in the World
- Z. Hu, Q. Ge, S. Li, Eric Boerwincle, L. Jin, Momiao Xiong
- Medicine, Biology
- 22 March 2020
When the Covid-19 pandemic enters dangerous new phase, whether and when to take aggressive public health interventions to slow down the spread of COVID-19. To develop the artificial intelligence (AI)… Expand
Functional Linear Models for Association Analysis of Quantitative Traits
- R. Fan, Yifan Wang, J. Mills, A. Wilson, J. Bailey-Wilson, Momiao Xiong
- Biology, Medicine
- Genetic epidemiology
- 1 November 2013
Functional linear models are developed in this paper for testing associations between quantitative traits and genetic variants, which can be rare variants or common variants or the combination of the… Expand
High resolution T association tests of complex diseases based on family data.
- Ruzong Fan, M. Knapp, M. Wjst, Caixia Zhao, Momiao Xiong
- Mathematics, Medicine
- Annals of human genetics
- 1 March 2005
This paper proposes family based Hotelling's T(2) tests for high resolution linkage disequilibrium (LD) mapping or association studies of complex diseases. Assume that genotype data of multiple… Expand
Longitudinal Association Analysis of Quantitative Traits
- R. Fan, Yiwei Zhang, P. Albert, A. Liu, Yuanjia Wang, Momiao Xiong
- Computer Science, Medicine
- Genetic epidemiology
- 1 December 2012
TLDR
A Comparison Study of Fixed and Mixed Effect Models for Gene Level Association Studies of Complex Traits
- R. Fan, Chi-Yang Chiu, +7 authors Momiao Xiong
- Mathematics, Medicine
- Genetic epidemiology
- 1 December 2016
In association studies of complex traits, fixed‐effect regression models are usually used to test for association between traits and major gene loci. In recent years, variance‐component tests based… Expand
High Resolution T2 Association Tests of Complex Diseases Based on Family Data
- Ruzong Fan, M. Knapp, M. Wjst, Caixia Zhao, Momiao Xiong
- Biology
- 1 March 2005
This paper proposes family based Hotelling's T2 tests for high resolution linkage disequilibrium (LD) mapping or association studies of complex diseases. Assume that genotype data of multiple markers… Expand
Evaluating the effect of public health intervention on the global-wide spread trajectory of Covid-19
- Z. Hu, Q. Ge, S. Li, L. Jin, Momiao Xiong
- Business, Medicine
- medRxiv
- 16 March 2020
As COVID-19 evolves rapidly, the issues the governments of affected countries facing are whether and when to take public health interventions and what levels of strictness of these interventions… Expand