In addition, this method also has high sensitivity, specificity and accuracy, making it is very important for early diagnosis of lung cancer, which is the essential issue in minimizing complications and risks that were caused by lung cancer as well as contributing to complete cure of this disease. The layout of the thesis The thesis consists of 120 pages: Introduction (2 pages), Chapter 1: General Overview (40 pages), Chapter 2: Objects and research methods (11 pages), Chapter 3: Research results (26 pages), Chapter 4: Discussion (37 pages), Conclusion (3 pages), Extension Recommendation (1 page).