Using machine learning in prediction of ICU admission, mortality, and length of stay in the early stage of admission of COVID-19 patients
Author:
Publisher
Springer Science and Business Media LLC
Subject
Management Science and Operations Research,General Decision Sciences
Link
https://link.springer.com/content/pdf/10.1007/s10479-022-04984-x.pdf
Reference85 articles.
1. Abu Alfeilat, H. A. et al. (2019). Effects of distance measure choice on K-nearest neighbor classifier performance: A review. Big Data, 7(4), 221–248. https://doi.org/10.1089/big.2018.0175
2. Alazzam, I., Alsmadi, I., & Akour, M. (2017). Software fault proneness prediction: A comparative study between bagging, boosting, and stacking ensemble and base learner methods. International Journal of Data Analysis Techniques and Strategies, 9(1), 1. https://doi.org/10.1504/IJDATS.2017.10003991
3. Alinaghian, M., & Goli, A. (2017). Location, allocation and routing of temporary health centers in rural areas in crisis, solved by improved harmony search algorithm. International Journal of Computational Intelligence Systems, 10(1), 894. https://doi.org/10.2991/ijcis.2017.10.1.60
4. Altini, N. et al. (2021). Predictive machine learning models and survival analysis for COVID-19 prognosis based on hematochemical parameters. Sensors, 21(24), 8503. https://doi.org/10.3390/s21248503
5. Araç, S., & Özel, M. (2021). A new parameter for predict the clinical outcome of patients with COVID-19 pneumonia: The direct/total bilirubin ratio. International Journal of Clinical Practice. https://doi.org/10.1111/ijcp.14557
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