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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Bibliografiska uppgifter
I publikationen:Ann Appl Stat
Huvudupphovsmän: Lin, Zhixiang, Sanders, Stephan J., Li, Mingfeng, Sestan, Nenad, State, Matthew W., Zhao, Hongyu
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2015
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Article
Länkar: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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