Ідентифікація типів захворювання легень за допомогою згорткової нейронної мережі й архітектури VGG-16

• Date: 2023
• Main Authors: Bukhori, Saiful, Verdy, Bangkit Yudho Negoro, Windi Eka, Yulia Retnani, Januar, Adi Putra
• Format: Article
• Language: English
• Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2023
• Subjects: туберкульоз; пневмонія; Сovid-19; VGG-16; згорткова нейронна мережа
• Online Access: http://journal.iasa.kpi.ua/article/view/271023
• Journal Title: System research and information technologies

Pneumonia, tuberculosis, and Covid-19 are different lung diseases but have similar characteristics. One of the reasons for the worsening of disease in lung sufferers is a diagnosis that takes a long time. Another factor, the results of the X-ray photos look blurry and lack contracture, causing diffe...