AIMC Topic: Genes, Bacterial

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Gene essentiality prediction based on fractal features and machine learning.

Molecular bioSystems Feb 28, 2017
Essential genes are required for the viability of an organism. Accurate and rapid identification of new essential genes is of substantial theoretical interest to synthetic biology and has practical applications in biomedicine. Fractals provide facili...
Humans Machine Learning ROC Curve Genomics Bacteria Genes, Essential Nonlinear Dynamics Genes, Bacterial Databases, Nucleic Acid Fractals
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An integrated machine-learning model to predict prokaryotic essential genes.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2015
Essential genes are indispensable for the target organism's survival. Large-scale identification and characterization of essential genes has shown to be beneficial in both fundamental biology and medicine fields. Current existing genome-scale experim...
Artificial Intelligence Algorithms Genomics Models, Theoretical Genes, Essential Genes, Bacterial
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