Efficient algorithms to discover alterations with complementary functional association in cancer حسب Rebecca Sarto Basso (6728921)

"…Among such patterns, <i>mutual exclusivity</i> has been employed by several recent methods that have shown its effectiveness in characterizing gene sets associated to cancer. Mutual exclusivity arises because of the complementarity, at the functional level, of alterations in genes which are part of a group (e.g., a <i>pathway</i>) performing a given function. …"

An example of the algorithm of the ORFanID engine is explained in a UML flow chart diagram. حسب Richard S. Gunasekera (6752072)

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Functions of most frequently mutated genes. حسب Anda Stan (18056225)

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Significance levels of gene biomarkers. حسب Zongjin Li (38031)

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The gene biomarkers by the proposed method. حسب Zongjin Li (38031)

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ROC curve for gene biomarkers. حسب Zongjin Li (38031)

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ROC for all gene biomarkers as features. حسب Zongjin Li (38031)

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KEGG analysis bubble plot for other four module. حسب Zongjin Li (38031)

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Visualization for the module 1. حسب Zongjin Li (38031)

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Clustering performance comparison. حسب Zongjin Li (38031)

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Heat map analysis of the biomarkers. حسب Zongjin Li (38031)

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Comparison with published methods. حسب Zongjin Li (38031)

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GO analysis bubble plot for module 1. حسب Zongjin Li (38031)

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Pathway analysis bubble plot for module 1. حسب Zongjin Li (38031)

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GO analysis bubble plot for other four modules. حسب Zongjin Li (38031)

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Distributions of model parameters mirror differentially expressed ion channel genes. حسب Daniele Linaro (227790)

LOTUS: A single- and multitask machine learning algorithm for the prediction of cancer driver genes حسب Olivier Collier (7444844)

The repair algorithm restores the electrophysiological behaviour of cut and repaired mouse pyramidal cells and allows for better predictions of neuronal function in human neurons. حسب Moritz Groden (18018276)

Gene classification on ORFanID. حسب Richard S. Gunasekera (6752072)

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The PF of ten comparative algorithms on the MMF12 test function. حسب Wenxing Wu (16853002)