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Maximal entropy random walk on heterogenous network for miRNA-disease association prediction

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Publication:669090
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DOI10.1016/j.mbs.2018.10.004zbMath1409.92118OpenAlexW2896172590WikidataQ58557489 ScholiaQ58557489MaRDI QIDQ669090

Hua Liu, Ya-Wei Niu, Gui Ying Yan, Guang-Hui Wang

Publication date: 20 March 2019

Published in: Mathematical Biosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mbs.2018.10.004


zbMATH Keywords

heterogeneous networkdiseasemicroRNAmaximal entropy random walkmiRNA-disease association


Mathematics Subject Classification ID

Sums of independent random variables; random walks (60G50) Medical applications (general) (92C50) Systems biology, networks (92C42)


Related Items (3)

Editorial. The application of machine learning to disease diagnosis and treatment ⋮ Link prediction techniques, applications, and performance: a survey ⋮ A novel matched-pairs feature selection method considering with tumor purity for differential gene expression analyses


Uses Software

  • RBMMMDA


Cites Work

  • Unnamed Item
  • The distribution of path lengths of self avoiding walks on Erdős–Rényi networks




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