關鍵字查詢 | 類別:期刊論文 | | 關鍵字:A 10-Year Probability Deep Neural Network Prediction Model for Lung Cancer

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序號 學年期 教師動態
1 109/2 資工系 趙榮耀 教授 期刊論文 發佈 A 10-Year Probability Deep Neural Network Prediction Model for Lung Cancer , [109-2] :A 10-Year Probability Deep Neural Network Prediction Model for Lung Cancer期刊論文A 10-Year Probability Deep Neural Network Prediction Model for Lung CancerHsiu-An Lee; Louis R. Chao; Chien-Yeh Hsulung cancer;prediction model;early diagnosis;health prevention;machine learning;deep neural network modelCancers 13(4), 928Cancer is the leading cause of death in Taiwan. According to the Cancer Registration Report of Taiwan’s Ministry of Health and Welfare, a total of 13,488 people suffered from lung cancer in 2016, making it the second-most common cancer and the leading cancer in men. Compared with other types of cancer, the incidence of lung cancer is high. In this study, the National Health Insurance Research Database (NHIRDB) was used to determine the diseases and symptoms associated with lung cancer, and a 10-year probability deep neural network prediction model for lung cancer was developed. The proposed model could allow patients with a high risk of lung cancer to receive an earlier diagn
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