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人工智能技术诊断 COVID-19 病例:重大问题综述。

Artificial intelligence technology for diagnosing COVID-19 cases: a review of substantial issues.

机构信息

Department of Electrical Engineering, College of Electronics and Information Engineering, Sejong University, Gwangjin-gu, Seoul, Korea.

出版信息

Eur Rev Med Pharmacol Sci. 2020 Sep;24(17):9226-9233. doi: 10.26355/eurrev_202009_22875.

Abstract

Today, the world suffers from the rapid spread of COVID-19, which has claimed thousands of lives. Unfortunately, its treatment is yet to be developed. Nevertheless, this phenomenon can be decelerated by diagnosing and quarantining patients with COVID-19 at early stages, thereby saving numerous lives. In this study, the early diagnosis of this disease through artificial intelligence (AI) technology is explored. AI is a revolutionizing technology that drives new research opportunities in various fields. Although this study does not provide a final solution, it highlights the most promising lines of research on AI technology for the diagnosis of COVID-19. The major contribution of this work is a discussion on the following substantial issues of AI technology for preventing the severe effects of COVID-19: (1) rapid diagnosis and detection, (2) outbreak and prediction of virus spread, and (3) potential treatments. This study profoundly investigates these controversial research topics to achieve a precise, concrete, and concise conclusion. Thus, this study provides significant recommendations on future research directions related to COVID-19.

摘要

如今,全世界正深受 COVID-19 快速传播之苦,该病毒已夺走了数千人的生命。遗憾的是,其治疗方法尚未开发出来。然而,通过早期诊断和隔离 COVID-19 患者,可以减缓这一现象,从而拯救众多生命。本研究探索了通过人工智能 (AI) 技术对该疾病进行早期诊断。人工智能是一项颠覆性技术,为各个领域的新研究机会提供了驱动力。尽管本研究并未提供最终解决方案,但它突出了人工智能技术在 COVID-19 诊断方面最有前途的研究方向。这项工作的主要贡献是讨论了用于预防 COVID-19 严重影响的人工智能技术的以下重大问题:(1)快速诊断和检测,(2)病毒传播的爆发和预测,以及(3)潜在治疗方法。本研究深入探讨了这些有争议的研究主题,以得出准确、具体和简明的结论。因此,本研究就与 COVID-19 相关的未来研究方向提供了重要建议。

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