Altman, Russ B. <br/><br/>
Pacific Symposium On Biocomputing 2015. 

 - 1 online resource (517 pages) 
<br/><br/>Intro -- 2PSB20AnniversaryFinalv2 -- all-cp -- 0intro-cancerpanomics -- ching -- deshwar -- jang -- lehman -- nasser -- wu -- all-cp -- 0intro-cancerpathways -- engin -- kim -- 1.   Introduction -- 2.   Methods -- 2.1.   Data -- 2.2.   BioBin -- 2.3.   ATHENA -- 2.4.   Grammatical Evolution Neural Networks (GENN) -- 2.5.   Survival fitness function -- 2.6.   Experiment setup -- 3.   Results and Discussion -- 3.1.   Binning somatic mutations using BioBin -- 3.2.   GENN modeling for somatic mutation burden -- 3.3.   Biological interpretation -- 4.   Conclusions -- Acknowledgments -- lockwood -- poon -- tan -- yang -- all-interactions -- 1intro-interactions -- crawford -- darabos -- frost -- holzinger -- Holzinger_PSB2015_r2VIM_1Oct2014 -- 1.&#xA0;&#xA0; Introduction -- 1.1.&#xA0;&#xA0; Variable selection that allows for interactions -- 2.&#xA0;&#xA0; Methods -- 2.1.&#xA0;&#xA0; r2VIM -- 2.2.&#xA0;&#xA0; Data Simulation -- 3.&#xA0;&#xA0; Results -- 3.1.&#xA0;&#xA0; Simulated Data -- 4.&#xA0;&#xA0; Discussion -- hu -- jeff -- patel -- restrepo -- wang -- all-crowd -- 1intro-crowdsourcing -- binder -- good -- irshad -- odgers -- waldispuhl -- all-pm -- 0intro-pm -- birol -- chang -- diggans -- fan-minogue -- glicksberg -- hinterberg -- huang -- makashir -- 2.   Methods -- 2.1.   Statistical framework for meta-analysis of differential co-expression -- 2.1.1.     s score definition -- 2.1.2.   Probability distribution of s scores -- 2.2.   SLE dataset selection for meta-analysis -- 2.3.   Data pre-processing -- 2.4.   Meta-analysis of differential gene co-expression in SLE -- 2.5.   Comparison of Type I error rates and statistical power -- 2.6.   Differential expression analysis -- 2.7.   Identification and annotation of gene modules -- 3.   Results -- 3.1.   A network of genes specifically co-expressed in SLE -- 3.2.   Gene co-expression modules specific to SLE -- 3.2.1.   Type I interferon response. 3.2.2.   Cell movement and response to wounding -- 3.2.3.   Immune defense against extracellular organisms -- 4.   Discussion -- 5.   Conclusions -- nie -- sengupta -- all-wkshop -- 1wkshop-human -- 2wkshop-discovery -- 3wkshp-public -- 4wkshop-bioinfo -- 5psb15-erratum. 
<br/><br/><label>ISBN: </label>9789814644730 
<br/><br/><label>Index Terms--Genre/Form: </label><br/>Electronic books.