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[会议论文] 作者：Kelin Xu,Jin Li,Momiao Xiong,
来源：上海交通大学 年份：2016
Epistasis plays a critical rule in understanding the regulation mechanisms and is an es-sential component of the genetic architecture of the gene expressions.However,interaction analysis of gene expre...
Most powerful statistics for RNA-seq and image association analysis and its application to kidney ca
[会议论文] 作者：Panpan Wang,Nan Lin,Yun Zhu,Momiao Xiong,
来源：上海交通大学 年份：2016
The structure of biomedical images of the tissue of human body is strongly shaped by the genetic and expression variation.Imaging genomics uses measure of imaging as endophenotype and attempts to find...
Smart causal machine learner that combines CT image and RNA-seq markers for cancer diagnosis and pre
[会议论文] 作者：Pengfei Hu,Nan Lin,Long Ma,Momiao Xiong,
来源：上海交通大学 年份：2016
The current paradigm for disease risk prediction and association analysis is to use unstructured variables for classification and testing.Less attention has been paid to structured data....
[期刊论文] 作者：Junhai Jiang,Nan Lin,Shicheng Guo,Jinyun Chen,Momiao Xiong,
来源：定量生物学（英文版） 年份：2015
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Novel integrated systems approach discovers cell specific genetic-transcriptomic-methylation network
[会议论文] 作者：Zixin Hu,Shicheng Guo,Yun Zhu,Panpan Wang,David A Bennett,Li Jin,Momiao Xiong,
来源：上海交通大学 年份：2016
Most tissues consist of multiple cell types.Global profiling of gene expression and methylation results from the convolution of multiple cell type specific expressions and methylations that lead to he...
Deep learning in multi-level causal genomic-epigenomic network analysis and its application to Alzhe
[会议论文] 作者：Momiao Xiong,Zixin Hu,Nan Lin,Yun Zhu,Panpan Wang,Jinying Zhao,David A Bennett,Li Jin,
来源：上海交通大学 年份：2016
The next generation of genomic,sensing and image technologies and the precision medicine project will produce deeper and deeper multiple omic,physiological,environmental and phenotypic data with milli...
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