Binary classification of users of electronic cigarettes and smokeless tobacco through biomarkers to assess similarity with current and former smokers: machine learning applied to the population assessment of tobacco and health study

• Hoofdauteurs: Hiromi Ohara (Auteur), Shigeaki Ito (Auteur), Yuichiro Takanami (Auteur)
• Formaat: Boek
• Gepubliceerd in: BMC, 2023-03-01T00:00:00Z.
• Onderwerpen: article
• Online toegang: Connect to this object online.

Abstract Background Exposure to harmful and potentially harmful constituents in cigarette smoke is a risk factor for cardiovascular and respiratory diseases. Tobacco products that could reduce exposure to these constituents have been developed. However, the long-term effects of their use on health r...