利用人工智能和创新的疫苗来诊断和控制Mpox:一个全面的叙述审查
Excel Onajite Ernest-Okonofua1, Zainab Abdullahi Zubairu2, Malik Olatunde Oduoye3
1University of South Wales, UK.
Journal of primary care & community health
|July 23, 2025
概括
人工智能 (AI) 显著有助于mopox检测和预防,在诊断工具中具有高准确性. 新型疫苗提供交叉保护,对于有效管理mopox疫情至关重要.
科学领域:
- * 医学信息学 医学信息学
- * 传染病流行病学
- * 疫苗学 疫苗学 疫苗学
背景情况:
- *全球Mopox (麻疹) 的重新出现需要紧急的科学重新评估.
- *了解mopox传播动态和制定有效的控制策略至关重要.
研究的目的:
- * 审查人工智能 (AI) 在mopox诊断和管理中的应用.
- * 评估新型疫苗在减轻mpox疾病负担中的作用.
主要方法:
- * 一个遵循PRISMA指南的叙事评论.
- * 搜索了PubMed,谷歌学者,研究门和科学网络 (2019-2024年).
- *关键词包括Mopox,机器学习,深度学习,诊断和新型疫苗.
主要成果:
- *人工智能工具 (ML,DL,ANN,CNN,TL) 显著提高mpox诊断的准确性和速度,报告的准确率从83%到99.8%.
- *人工智能促进了新型诊断测试的开发和疾病趋势的预测,用于流行病管理.
- * 麻疹疫苗 (例如,JYNNEOS) 显示部分有效性和对mpox的交叉保护.
结论:
- *人工智能对于mopox检测,治疗和预防至关重要.
- *未来的研究应该集中在通过医疗保健专业人员的参与和持续的审计来验证AI模型的稳定性和可靠性.
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