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National Repository of Grey Literature 2 records found  Search took 0.01 seconds. 
Gene regulatory network inference based on mutual information in non-model organisms
 Pirkl, Petr ; Sedlář, Karel (referee) ; Musilová, Jana (advisor)
The thesis is focused on summary of laboratory methods for determining gene expression, data preprocessing procedures and possible tools used to infere gene regulatory networks. Furthermore, the thesis handles with the pre-processing of data. It means create count table and normalize it. It was use data from the non-model organism Clostridium beijerinckii NRRL B-598. The main parts of the thesis are designed an algorithm for the creation of a gene regulatory network using mutual information and its implementation in the R language. This include testing the algorithm on data from the non-model organism and the gold standard.
Detailed record
Gene regulatory network inference based on mutual information in non-model organisms
 Pirkl, Petr ; Sedlář, Karel (referee) ; Musilová, Jana (advisor)
The thesis is focused on summary of laboratory methods for determining gene expression, data preprocessing procedures and possible tools used to infere gene regulatory networks. Furthermore, the thesis handles with the pre-processing of data. It means create count table and normalize it. It was use data from the non-model organism Clostridium beijerinckii NRRL B-598. The main parts of the thesis are designed an algorithm for the creation of a gene regulatory network using mutual information and its implementation in the R language. This include testing the algorithm on data from the non-model organism and the gold standard.
Detailed record

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