MHDMF: Prediction of miRNA–disease associations based on Deep Matrix Factorization with Multi-source Graph Convolutional Network
Ning Ai, Yong Liang, Hao-Laing Yuan, Dong Ouyang, Xiaoying Liu, Shengli Xie, Yuhan Ji
Topics & Concepts
Computer scienceMargin (machine learning)Non-negative matrix factorizationDiseaseAssociation (psychology)Matrix decompositionGraphArtificial intelligencemicroRNAHeterogeneous networkComputational biologyMachine learningData miningTheoretical computer scienceBiologyMedicineGeneGeneticsPhysicsTelecommunicationsEpistemologyPathologyPhilosophyQuantum mechanicsWirelessWireless networkEigenvalues and eigenvectorsMicroRNA in disease regulationCancer-related molecular mechanisms researchCircular RNAs in diseases