COVID-19 cough classification using machine learning and global smartphone recordings - Pahar, Madhurananda; Klopper, Marisa; Warren, Robin; Niesler, Thomas (Computers in biology and medicine, 2021)
Keywords: Artificial neural networks; Classification; Classifiers; Computer architecture; Convolutional neural network (CNN); Coronaviruses; Cough; Cough - diagnosis; Cough classification; COVID-19; COVID-19 - diagnosis; Datasets; Humans; Internal Medicine; K-nearest neighbour (KNN); Laboratory tests; Learning algorithms; Logistic regression (LR); Long short-term memory; Long short-term memory (LSTM); Machine Learning; Multilayer perceptron (MLP); Multilayer perceptrons; Neural networks; Other; Oversampling; Resnet50; Screening; Smartphone; Smartphones; Support Vector Machine; Support vector machine (SVM); Support vector machines; South Africa; Africa; COVID-19; K-nearest neighbour (KNN); Support vector machine (SVM); Multilayer perceptron (MLP); Cough classification; Machine learning; Resnet50; Convolutional neural network (CNN); Logistic regression (LR); Long short-term memory (LSTM)