Fx-Net and PureNet: Convolutional Neural Network architecture for discrimination of Chronic Obstructive Pulmonary Disease from smokers and healthy subjects through electronic nose signals

• Main Authors: Avian, Cries, Mahali, Muhammad Izzuddin, Putro, Nur Achmad Sulistyo, Prakosa, Setya Widyawan, Leu, Jenq-Shiou
• Format: Article PeerReviewed
• Language: English
• Published: Elsevier 2022
• Subjects: Information and Computing Sciences; Mathematics and Applied Sciences
• Online Access: https://repository.ugm.ac.id/283942/1/Putro_MIPA.pdf; https://repository.ugm.ac.id/283942/; https://www.sciencedirect.com/science/article/pii/S0010482522006564?via%3Dihub; https://doi.org/10.1016/j.compbiomed.2022.105913
• Institution: Universitas Gadjah Mada

As one of the most reliable and significant indicators, Chronic Obstructive Pulmonary Disease (COPD) becomes a robust predictor of lung cancer early detection, the world's leading cause of cancer death. One of the methods is to analyze the Volatile Organic Compounds (VOCs) in exhaled breath usi...