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Five hundred nine gas samples were entirely collected, and their volatile organic compounds (VOCs), identified via gas chromatography-mass spectrometry (GC-MS), were used to train and test a Multilayer Perceptron Network (MPN) for the purpose of discrimination. Intraluminal and exhaled gas samples, with distinct VOC profiles, yielded an area under t