利用人工智能和机器学习预测和管理流行病:医疗保健领域的经验教训和未来影响

Steward Mudenda, Shafiq Mohamed
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摘要

人工智能(AI)将改变医疗保健、教育和其他领域的游戏规则。人工智能在医疗保健领域的应用表明,应促进人工智能和机器学习来改善服务的提供,包括预测和管理流行病。本研究评估了人工智能在预测和管理大流行病方面的作用,并从 COVID-19 大流行病中汲取了经验教训。2023 年 12 月至 2024 年 1 月期间,对人工智能和机器学习在预测和管理大流行病方面的作用进行了叙述性综述。我们使用 PubMed 和谷歌学术进行了文献检索。研究发现,人工智能在医疗保健领域非常有用,可用于预测和管理流行病。此外,人工智能还可用于疾病建模和改善公共卫生服务的提供。有必要促进和加强人工智能和机器学习在医疗保健领域的应用。
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Leveraging Artificial Intelligence and Machine Learning in Predicting and Managing Pandemics: Lessons Learnt and Future Implications in the Healthcare Sector
Artificial intelligence (AI) is a game changer in the healthcare, educational, and other sectors. The use of AI in the healthcare sector has shown that AI and machine learning should be promoted in the improvement of service provision, including in predicting and managing pandemics. This study assessed the roles of AI in predicting and managing pandemics with lessons learnt from the COVID-19 pandemic. A narrative review was conducted from December 2023 to January 2024 on the role of AI and machine learning in predicting and managing pandemics. A literature search was done using PubMed and Google Scholar. This study found that AI is useful in the healthcare sector and can be used to predict and manage pandemics. Additionally, AI can be used in disease modelling and improve public health service provision. There is a need to promote and strengthen the use of AI and machine learning in the healthcare sector.
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