ARTIFICIAL INTELLIGENCE BASED TURKISH NATURAL LANGUAGE PROCESSING, DIAGNOSIS RECOMMENDATION SYSTEM PROJECT

MD-Advisor is the abbreviation of “medical doctor – advisor” which an artificial intelligence-based recommendation system in healthcare. Moreover, health-based recommender a decision-making tool that makes recommendations for appropriate healthcare information to patients and clinicians. project was developed order speed up procedures doctors follow when diagnosing present all possible conditions short time. With this project, processes patient then recommending examination are completed very quickly. Thus, directly transferred treatment phase. Based on data obtained from complaints indicates current health status patient; preprocessing, labeling deep learning modeling techniques used. The diagnostic codes used as labels diagnosis were output Recurrent Neural Networks model. As result study, proposal patient's successfully predicted with applied recurrent neural networks (RNN) model approach.