External validation of a deep learning prediction model for in-hospital mortality among ICU patients-Reference-Cited by-同舟云学术

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External validation of a deep learning prediction model for in-hospital mortality among ICU patients

Published:2022-01-21 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)
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Author:

Zhao Shangping¹,Liu Pan¹,Tang Guanxiu²,Guo Yanming³,Li Guohui¹

Affiliation:

1. National University of Defense Technology,Science and Technology on Information Systems Engineering Laboratory,Changsha,China

2. The Third Xiangya Hospital of Central South University,Geriatric Department,Changsha,China

3. National University of Defense Technology,College of Systems Engineering,Changsha,China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9718567/9718570/09718918.pdf?arnumber=9718918

Reference28 articles.

1. Clinical applications of machine learning in the diagnosis, classification, and prediction of heart failure

2. Machine learning for real-time prediction of complications in critical care: a retrospective study

3. A machine learning approach for mortality prediction only using non-invasive parameters

4. Artificial neural networks improve and simplify intensive care mortality prognostication: a national cohort study of 217,289 first-time intensive care unit admissions

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Improving Mortality Risk Prediction Using an LSTM Network Combined With Self-Attention;2023 9th International Conference on Big Data and Information Analytics (BigDIA);2023-12-15

2. Improving Mortality Risk Prediction with Routine Clinical Data: A Practical Machine Learning Model Based on eICU Patients;International Journal of General Medicine;2023-07

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