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Decision tree-based method for integrating gene expression, demographic, and clinical data to determine disease endotypes.

, , , , , , and . BMC Syst. Biol., (2013)

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A Statistical Comparison of Grammatical Evolution Strategies in the Domain of Human Genetics, , , and . Proceedings of the 2005 IEEE Congress on Evolutionary Computation, 1, page 491--497. Edinburgh, UK, IEEE Press, (2-5 September 2005)Leveraging high-throughput screening data, deep neural networks, and conditional generative adversarial networks to advance predictive toxicology., , , , , , and . PLoS Comput. Biol., (2021)ToxPi GUI: an interactive visualization tool for transparent integration of data from diverse sources of evidence., , , , , , , and . Bioinform., 29 (3): 402-403 (2013)A Computational Model Predicting Disruption of Blood Vessel Development., , , , , , , and . PLoS Comput. Biol., (2013)Exploratory Visual Analysis of Pharmacogenomic Results., , , , and . Pacific Symposium on Biocomputing, World Scientific, (2005)Feature Selection using a Random Forests Classifier for the Integrated Analysis of Multiple Data Types., , , , and . CIBCB, page 1-8. IEEE, (2006)Evaporative cooling feature selection for genotypic data involving interactions., , , , and . Bioinform., 23 (16): 2113-2120 (2007)Optimization of grammatical evolution decision trees., , , , , and . GECCO (Companion), page 35-36. ACM, (2011)Understanding the Evolutionary Process of Grammatical Evolution Neural Networks for Feature Selection in Genetic Epidemiology., , , and . CIBCB, page 1-8. IEEE, (2006)Decision tree-based method for integrating gene expression, demographic, and clinical data to determine disease endotypes., , , , , , and . BMC Syst. Biol., (2013)