A study by Sultan and co-workers used a decision tree model to compare relative miRNA expressions in regular and cancer tissues to identify significant miRNAs . Our study goes a step further by analyzing specific attributes of miRNAs that contribute to miRNA being a biomarker of laryngeal cancer, which also enables us to identify previously unassociated miRNAs.