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A MARKOV RANDOM FIELD-BASED APPROACH TO CHARACTERIZING HUMAN BRAIN DEVELOPMENT USING SPATIAL–TEMPORAL TRANSCRIPTOME DATA()

Human neurodevelopment is a highly regulated biological process. In this article, we study the dynamic changes of neurodevelopment through the analysis of human brain microarray data, sampled from 16 brain regions in 15 time periods of neurodevelopment. We develop a two-step inferential procedure to...

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Bibliografiske detaljer
Udgivet i:Ann Appl Stat
Main Authors: Lin, Zhixiang, Sanders, Stephan J., Li, Mingfeng, Sestan, Nenad, State, Matthew W., Zhao, Hongyu
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4751044/
https://ncbi.nlm.nih.gov/pubmed/26877824
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/14-AOAS802
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