miRNA in Machine-learning-based Diagnostics of Cancers
William Kang, Valentina L. Kouznetsova, Igor F. Tsigelny
Abstract
In recent years, miRNAs have been shown to play an important role in many diseases, most notably cancers. Traditional experiments for cancer diagnostics are time-consuming and expensive, thus more attention is being diverted towards discovering computational methods for predicting miRNA–disease association and using them in cancer diagnostics.
Topics & Concepts
CancermicroRNAMolecular diagnosticsMachine learningArtificial intelligenceDiseaseComputational biologyCancer biomarkersComputer scienceCancer detectionMedicineBioinformaticsBiologyPathologyInternal medicineGeneticsGeneMicroRNA in disease regulationCancer-related molecular mechanisms researchCircular RNAs in diseases