AUTHOR=Wang Qi , Yan Guiying TITLE=IDLDA: An Improved Diffusion Model for Predicting LncRNA–Disease Associations JOURNAL=Frontiers in Genetics VOLUME=10 YEAR=2019 URL=https://www.frontiersin.org/journals/genetics/articles/10.3389/fgene.2019.01259 DOI=10.3389/fgene.2019.01259 ISSN=1664-8021 ABSTRACT=
It has been demonstrated that long non-coding RNAs (lncRNAs) play important roles in a variety of biological processes associated with human diseases. However, the identification of lncRNA–disease associations by experimental methods is time-consuming and labor-intensive. Computational methods provide an effective strategy to predict more potential lncRNA–disease associations to some degree. Based on the hypothesis that phenotypically similar diseases are often associated with functionally similar lncRNAs and