BackgroundNatural-focal diseases are serious diseases that endanger human health.They threaten about 100 million people in Shandong Province, and cause illness in thousands of people each year.However, information on the epidemiological characteristics of natural-focal diseases in Shandong Province has been limited.The purpose of the study was to d
Multigroup prediction in lung cancer patients and comparative controls using signature of volatile organic compounds in breath samples.
Early detection of lung cancer is a crucial factor for increasing its survival rates among the detected patients.The presence of carbonyl volatile organic compounds (VOCs) in exhaled breath can play a vital role in early detection of lung cancer.Identifying these VOC markers in breath samples through innovative statistical and machine learning tech