Smoking history, along with other epidemiological factors such as gender, age, chronic obstructive pulmonary disease (COPD), cholesterol and albumin globulin ratio, have been related, through AI models, with the early detection of lung cancer, the existence of certain mutations in lung tumors, and the efficacy of certain treatments [17,18,19]. The gene discussed is ALB; the disease is lung cancer.