Fx-Net and PureNet: Convolutional Neural Network architecture for discrimination of Chronic Obstructive Pulmonary Disease from smokers and healthy subjects through electronic nose signals - Avian, Cries; Mahali, Muhammad Izzuddin; Putro, Nur Achmad Sulistyo; Prakosa, Setya Widyawan; Leu, Jenq-Shiou (Computers in biology and medicine, 2022)
Keywords: Artificial neural networks; Chronic obstructive pulmonary disease; Chronic obstructive pulmonary disease (COPD); Classifiers; Computer architecture; Convolutional neural network; Electronic nose; Electronic noses; Feature extraction; Internal Medicine; Kernel principal component analysis; Lung cancer; Lung diseases; Machine learning; Mortality; Neural networks; Obstructive lung disease; Other; Principal components analysis; Sensors; Signal processing; Smoking; Standard deviation; VOCs; Volatile organic compounds; Chronic obstructive pulmonary disease (COPD); Kernel principal component analysis; Convolutional neural network; Lung cancer; Electronic nose