A Multiview Model for Detecting the Inappropriate Use of Prescription Medication: Machine Learning Approach.
Lin ZhuoYinchu ChengShaoqin LiuYu YangShuang TangJiancun ZhenJunfeng ZhaoSiyan ZhanPublished in: JMIR medical informatics (2020)
A method that combines multiview topic modeling and topic matching can detect the inappropriate use of prescription medication. This model, which has mediocre specificity and moderate sensitivity, can be used as a primary screening tool and will likely complement and improve the process of manually reviewing prescriptions.