https://scholars.lib.ntu.edu.tw/handle/123456789/640826
標題: | Machine Learning Models for ASCVD Risk Prediction in an Asian Population - How to Validate the Model is Important | 作者: | Hsiao, Yu-Chung Kuo, Chen-Yuan Lin, Fang-Ju YEN-WEN WU Lin, Tsung-Hsien Yeh, Hung-I Chen, Jaw-Wen CHAU-CHUNG WU |
關鍵字: | Atherosclerotic cardiovascular disease; Machine learning; Risk prediction model | 公開日期: | 十一月-2023 | 出版社: | TAIWAN SOC CARDIOLOGY | 卷: | 39 | 期: | 6 | 起(迄)頁: | 901-912 | 來源出版物: | Acta Cardiologica Sinica | 摘要: | Atherosclerotic cardiovascular disease (ASCVD) is prevalent worldwide including Taiwan, however widely accepted tools to assess the risk of ASCVD are lacking in Taiwan. Machine learning models are potentially useful for risk evaluation. In this study we used two cohorts to test the feasibility of machine learning with transfer learning for developing an ASCVD risk prediction model in Taiwan. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/640826 | ISSN: | 1011-6842 | DOI: | 10.6515/ACS.202311_39(6).20230528A |
顯示於: | 醫學院附設醫院 (臺大醫院) |
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