Author

Hansheng Xue

Northwestern Polytechnical UniversityORCID 0000-0002-5263-4844Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Organism:yeast· 1

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Idil TuncaliiD· 1 shared Jiajie PengiD· 1 shared Jianye HaoiD· 1 shared Xuequn ShangiD· 1 shared Zhongyu WeiiD· 1 shared

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1 shared paperBioinformatics

Idil TuncaliORCID

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1 paper

Recent·Most cited

Integrating multi-network topology for gene function prediction using deep neural networks

Jiajie Peng, Hansheng Xue, Zhongyu Wei, Idil Tuncali, Jianye Hao, Xuequn Shang

The paper proposes DeepMNE-CNN, a method that integrates multiple biological networks using semi-supervised autoencoders and convolutional neural networks to improve gene function prediction.

Briefings in Bioinformatics · Feb 25, 2020Peer-reviewedBioinformatics