The New Method of Feature Selection for Intradialytic Hypotension Prediction using Machine learning

Hsiang Wei Hu, Jiun-Yi Yang,Chi-Hin Un,Kuan-Yu Chen,Chih-Chiang Huang,Rua-Huan Tsaih,Chou-Ching K. Lin,Hsuan Chang,Hsuan-Ming Lin

2021 IEEE 3rd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)（2021）

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摘要

Intradialytic hypotension (IDH) is a common complication and make patient get brain and heart disease. This study aimed to use the new method of feature selection to improve the performance of IDH prediction. We used feature importance by a different model to sort from high to low one by one, remove the lowest feature importance, and follow the rule again. Therefore, we obtain the combination of f...

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关键词

Training,Recurrent neural networks,Biological system modeling,Linear regression,Medical services,Machine learning,Predictive models

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