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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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Bibliografische gegevens
Gepubliceerd in:Ann Appl Stat
Hoofdauteurs: Lin, Zhixiang, Sanders, Stephan J., Li, Mingfeng, Sestan, Nenad, State, Matthew W., Zhao, Hongyu
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2015
Onderwerpen:
Online toegang: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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