COVIDetect: A Desktop Application as a Diagnostic Tool for Novel Coronavirus (COVID-19) Pneumonia in Chest X-ray Images Using Convolutional Neural Network

• Main Authors: Arellano, Vincent A., Tolentino, Michael Angelo C.
• Format: text
• Published: Animo Repository 2021
• Subjects: COVID-19; pneumonia; convolutional neural network; chest x-ray image; desktop application; Grad-CAM
• Online Access: https://animorepository.dlsu.edu.ph/conf_shsrescon/2021/paper_csr/6; https://animorepository.dlsu.edu.ph/context/conf_shsrescon/article/1654/viewcontent/CSTR_COVIDetect_A_Desktop_Application_as_a_Diagnostic_Tool_for_Novel.pdf
• Institution: De La Salle University

The COVID-19 pandemic has heavily affected the well-being of people worldwide. Current diagnostic tools, like the RT-PCR, are expensive and time-consuming; thus, there is a need for cheaper and faster means of COVID-19 detection. This study proposes using a desktop application with a convolutional n...