Development and research of a modified convolutional neural network for malaria cell pattern recognition

• Datum: 2023
• Hauptverfasser: Федорченко, Є. М., Олійник, А. О., Степаненко, О.О., Федорончак, Т. В., Чорнобук, М. О.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: Інститут проблем реєстрації інформації НАН України 2023
• Schlagworte: Convolutional neural network; machine learning; malaria; pattern recognition; Keras; Python
• Online Zugang: http://drsp.ipri.kiev.ua/article/view/287018
• Назва журналу: Data Recording, Storage & Processing

A review and analysis of known solutions of the problem of detecting malaria from images of patients' blood at the cellular level using various machine learning algorithms, including the support vector method, deep belief network, and convolutional neural networks, was conducted. Models based o...