人工智能技术在新型冠状病毒肺炎诊疗过程中的应用

Application of AI Technology in Diagnosis and Treatment of COVID-19

目的分析人工智能(AI)技术在新型冠状病毒(COVID-19)疫情诊疗过程中发挥的作用。方法研究AI技术在COVID-19的CT图像诊断、常规门诊数据诊断以及并发症预测中的应用进展和特点,分析算法的性能和诊疗过程中获得的临床效益。结果AI技术在COVID-19辅助诊断和并发症预测方面的性能较为理想。结论AI技术可以在COVID-19疫情中帮助医疗机构有效缓解医疗资源紧张、提升诊断效率和治疗质量,相关模型具有较好的临床应用价值。

Objective To analyze the role of artificial intelligence technology in the diagnosis and treatment of the COVID-19.Methods To study the application progress and characteristics of artificial intelligence technology in CT image diagnosis,routine outpatient data diagnosis and complication prediction of COVID-19,and analyze the performance of the algorithm and the clinical benefits obtained in the process of diagnosis and treatment.Results The performance of artificial intelligence technology in assisted diagnosis of the diagnosis and prediction of complications is relatively satisfactory.Conclusion Artificial intelligence technology can help medical institutions effectively alleviate the shortage of medical resources,improve diagnosis efficiency and treatment quality in the COVID-19 epidemic.Related models have good clinical application value.