A Bayesian statistical approach to analysis of microarray data

Name: A Bayesian statistical approach to analysis of microarray data
Brand: VDM Verlag Dr. Müller
SKU: 9783639149029
Price: 1173 CZK
Availability: InStock

Bayesian networks

Autor: Elinor Velasquez

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Müller

Dostupnost: U nakladatele na objednávku

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A BAYESIAN STATISTICAL APPROACH TO MODELING GENE§REGULATORY PATHWAYS IN MICROARRAY DATA: Bayesian§ne...

Informace o knize

Autor

Elinor Velasquez

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

EAN

9783639149029

Enbook ID

06823455

Vydavatel

VDM Verlag Dr. Müller

Hmotnost

146

Rozměry

152 x 220 x 13

Kompletní popis

A BAYESIAN STATISTICAL APPROACH TO MODELING GENE§REGULATORY PATHWAYS IN MICROARRAY DATA: Bayesian§networks are used to analyze time-series gene§expression placenta data. Preeclampsia is a health§condition which endangers both the mother and the§fetus and causes high rates of maternal mortality in§both the Developed and Developing worlds. The overall§goal of this study was to determine the gene§regulatory pathways that operate in the development§of the healthy human placenta. This study focused on§creating a Bayesian network to find the pathways§using a machine learning methodology. This study§showed that it is possible to predict via in-silico§analyses the gene regulatory pathways for 418 genes§associated with the development of the human§placenta. The software package used is the Weka§system from University of Waikato, New Zealand.

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A Bayesian statistical approach to analysis of microarray data

Bayesian networks

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