Multigroup prediction in lung cancer patients and comparative controls using signature of volatile organic compounds in breath samples - Rai, Shesh N.; Das, Samarendra; Pan, Jianmin; Mishra, Dwijesh C.; Fu, Xiao-An (PloS one, 2022)
Keywords: Algorithms; Biology and Life Sciences; Body Fluids; Breath tests; Cancer research; Carbonyl compounds; Carbonyls; Classification; Computer and Information Sciences; COVID-19; Diagnosis; Fatalities; Health aspects; Humans; Identification and classification; Learning algorithms; Low income groups; Lung cancer; Lung diseases; Lung Neoplasms - diagnosis; Lung nodules; Machine learning; Medical diagnosis; Medicine and Health Sciences; Metabolism; Microreactors; Multiple Pulmonary Nodules; Nodules; Organic chemicals; Organic compounds; Patients; Physical Sciences; Samples; Silicon; Smoking; Standard error; Statistical analysis; Survival; Tomography; VOCs; Volatile Organic Compounds; United States; United States--US