Development and research of a genetic method for medical diagnosis of diabetes mellitus

• Date: 2021
• Main Authors: Федорченко, Є. М., Олійник, А. О., Корнієнко, С. К., Степаненко, О. О., Саман, М. В.
• Format: Article
• Language: Ukrainian
• Published: Інститут проблем реєстрації інформації НАН України 2021
• Subjects: genetic algorithm; classification; neural network; prediction; diabetes; Keras; Python; PSO
• Online Access: http://drsp.ipri.kiev.ua/article/view/239216
• Journal Title: Data Recording, Storage & Processing

The research is devoted to Software Engineering which connected with Parametric Synthesis of Neural Networks based on the Evolution Approach and its use in Diabetes Diagnosing. As a result of the research, the Intellectual Support System of Taking Decision for Diabetes Diagnosing was developed based...