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A coal mine dual prevention construction evaluation model based on association rule mining and combined weighting cloud model is proposed. Firstly, based on association rule mining, the evaluation indicators for the effectiveness evaluation system of the dual prevention mechanism construction in coal mines are determined. Secondly, the analytic hierarchy process and anti entropy weight method are used to obtain the subjective and objective weights of the indicators. Then, the composite normalization method is used to obtain the combined weights of the indicators, and a cloud theory model is introduced to construct an evaluation model for coal mine dual prevention construction based on the cloud model. Finally, by analyzing a coal mine as a sample, the evaluation results of the model are compared with those of the analytic hierarchy process cloud model and the anti entropy weight method cloud model. The results indicate that the evaluation model is more scientific and accurate in the evaluation of dual prevention construction in coal mines, which helps to assist coal mines in establishing a scientific and reasonable “dual prevention” mechanism.

Background and objective Lung cancer is the most common malignancy and is the leading cause of cancer-related death worldwide. Thus, this disease severely threatens human health. This study aims to identify the clinical epidemiology and histological characteristics of lung cancer patients in Sichuan areas. Methods We enrolled 3,761 lung-cancer patients who were identified as residents of Sichuan province and treated in West China Hospital from 2008 to 2013. Results A total of 3,663 patients from Central, Southern, North, and Western areas in Sichuan province, respectively, were enrolled. The average age of patients was 59.6 years, and patients were predominantly male (68.4%). Significant statistical differences were observed among the average age of patients, male, and pathological types in different regions (all P 60 yr) patients, and with adenocarcinoma of the lung. Patients of 2013 had lower rates of adenocarcinoma and squamous-cell carcinoma but higher rates of early-stage lung cancer and lymph-node metastasis. Furthermore, the 3-year OS was not the same in different regions.