Методи поліпшення точності діагностики деменції за допомогою скорочення розмірності ознак

• Date: 2019
• Main Authors: Naderan, Maryam, Zaychenko, Yuriy P.
• Format: Article
• Language: English
• Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2019
• Subjects: діагноз хвороби Альцгеймера; ансамблеві методи навчання; класифікація; згорткова нейронна мережа
• Online Access: http://journal.iasa.kpi.ua/article/view/175552
• Journal Title: System research and information technologies

In this paper, the problem of choosing the right feature for diagnosing Dementia is discussed. Several features that could affect dementia were reviewed and their importance was evaluated. Random forest algorithm and SVM for the dementia diagnosis have been developed and investigated. Experiments we...