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Satoru Miyano

Researcher at Tokyo Medical and Dental University

Publications -  874
Citations -  45801

Satoru Miyano is an academic researcher from Tokyo Medical and Dental University. The author has contributed to research in topics: Gene & Gene regulatory network. The author has an hindex of 84, co-authored 811 publications receiving 38723 citations. Previous affiliations of Satoru Miyano include University of Paderborn & Institute of Medical Science.

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Estimating gene networks from gene expression data by combining Bayesian network model with promoter element detection.

TL;DR: A statistical method for estimating gene networks and detecting promoter elements simultaneously, which detects consensus motifs based on the structure of the estimated network and re-estimates the network using the result of the motif detection until the network becomes stable.
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Combining microarrays and biological knowledge for estimating gene networks via bayesian networks.

TL;DR: This work proposes a statistical method for estimating a gene network based on Bayesian networks from microarray gene expression data together with biological knowledge including protein-protein interactions, protein-DNA interactions, binding site information, existing literature and so on.