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Aug, 2024
使用机器学习进行COVID-19概率预测:一种传染性方法
COVID-19 Probability Prediction Using Machine Learning: An Infectious Approach
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Mohsen Asghari Ilani, Saba Moftakhar Tehran, Ashkan Kavei, Arian Radmehr
TL;DR
本研究针对COVID-19疫情中早期检测的挑战,探讨了多种先进机器学习模型在预测感染概率中的有效性。研究发现,深度神经网络(DNN)在准确性和召回率方面表现优异,准确率达到89%。这一结果强调了深度学习方法在提高疫情早期识别效率中的重要作用。
Abstract
The ongoing
COVID-19
pandemic continues to pose significant challenges to global
Public Health
, despite the widespread availability of vaccines. Early detection of the disease remains paramount in curbing its tra
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