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AKLIMATE results for the AKLIMATE-reduced model (using only 196 PID pathways) on UCEC TCGA cohort.
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posted on 2021-04-16, 17:42 authored by Vladislav Uzunangelov, Christopher K. Wong, Joshua M. StuartTop 10 predictive feature sets and top 50 predictive features from 50 stratified 75% train/25% test splits are shown. Organized as Fig 1.
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feature dataomics datamulti-omics feature dataclassification tasksmicrosatellite instabilitydata platformssystems biologygene expressionAccurate cancer phenotype predictionmultimodal genomic datamember genespathway knowledge Advancementscolorectal cancermulti-omic profilesprediction propensitiescell line responsemodel accuracypathway genegene knockdownsAKLIMATEbreast cancernovel multiple-kernelresults quantifyingnovel contributorsphenotypic contextskernel learnergene coordinationhigh-throughput datasets
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