Article
PDGNet: Predicting Disease Genes Using a Deep Neural Network With Multi-View Features.
IEEE/ACM transactions on computational biology and bioinformatics - 1 Jan 2000
Yang Kuo, Zheng Yi, Lu Kezhi, Chang Kai, Wang Ning, Shu Zixin, Yu Jian, Liu Baoyan, Gao Zhuye, Zhou Xuezhong
Abstract excerpt
The knowledge of phenotype-genotype associations is crucial for the understanding of disease mechanisms. Numerous studies have focused on developing efficient and accurate computing approaches to predict disease genes. However, owing to the sparseness and complexity of medical data, developing an efficient deep neural network model to identify disease genes remains a huge challenge. Therefore, we develop a novel...
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