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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Ann Appl Stat
Prif Awduron: Lin, Zhixiang, Sanders, Stephan J., Li, Mingfeng, Sestan, Nenad, State, Matthew W., Zhao, Hongyu
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2015
Pynciau:
Mynediad Ar-lein: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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