Construction of diagnostic expert-medical system using neural networks

• Datum: 2020
• Hauptverfasser: Glybovets, M.M., Salata, K.V., Tkach, N.A.
• Format: Artikel
• Sprache: Ukrainian
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2020
• Schlagworte: diagnostic systems; medical systems; neural networks; decision trees; diagnostic API; UDC 51-76
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/431
• Назва журналу: Problems in programming

In the article was discussed the methods (decision trees, deep learning algorithms, k-nearest neighbors, neural networks) to create diagnostic expert medical systems. For practice part were developed diagnostic API based on chosen classifiers that implement the algorithms and a study of their work w...