por
Nurputra, Dian Kesumapramudya,
Kusumaatmaja, Ahmad,
Hakim, Mohamad Saifudin,
Hidayat, Shidiq Nur,
Julian, Trisna,
Sumanto, Budi,
Mahendradhata, Yodi,
Saktiawati, Antonia Morita Iswari,
Wasisto, Hutomo Suryo,
Triyana, Kuwat
Publicado 2022
“…The samples were obtained from 43 positive and 40 negative COVID-19 patients, respectively, and confirmed with RT-qPCR at two hospitals located in the Special Region of Yogyakarta,
Indonesia. Four different machine learning algorithms (i.e., linear discriminant analysis, support vector machine, stacked multilayer perceptron, and deep neural network) were utilized to identify the top-performing pattern recognition methods and to obtain a high system detection accuracy (88–95%), sensitivity (86–94%), and specificity (88–95%) levels from the testing datasets. …”
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