基于机器学习的医疗器械分类与预测方法研究OA

The current manual classification method for medical devices is still time-consuming and labor-intensive.In order to address this issue,a medical device classification and prediction method based on machine learning is proposed.By introducing classic algorithms in the fields of machine learning and natural language processing,and using the new version of the"Medical Device Classification Catalog"as the standard,the key information from the medical device product registration certificate is extract as the corpus to classify medical devices into product categories,so the true automatic classification of medical devices is achieved,which lays the foundation and provides reference and inspiration for the informatization of medical device classification management in medical institutions at all levels.