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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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Dades bibliogràfiques
Publicat a:Ann Appl Stat
Autors principals: Lin, Zhixiang, Sanders, Stephan J., Li, Mingfeng, Sestan, Nenad, State, Matthew W., Zhao, Hongyu
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia: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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