Considerations for development and use of AI in response to COVID-19

作者：

Highlights：

• Consider a CAIO as a key role to lead the use of AI in COVID-19 response.

• Methods are needed to manage unpredictable, unexpected, or biased data.

• Repurposed AI offers promise for rapid availability of applications.

• AI accuracy rates achieved in development may be lower in real-life use.

• Diverse AI team membership is meant to attain the best system performance.

摘要

•Consider a CAIO as a key role to lead the use of AI in COVID-19 response.•Methods are needed to manage unpredictable, unexpected, or biased data.•Repurposed AI offers promise for rapid availability of applications.•AI accuracy rates achieved in development may be lower in real-life use.•Diverse AI team membership is meant to attain the best system performance.

论文关键词：Artificial intelligence,AI,Machine learning,COVID-19,Coronavirus,AI applications,Strategy,Bias,Repurposed AI,Data,Team diversity

论文评审过程：Received 4 June 2020, Accepted 5 June 2020, Available online 9 June 2020, Version of Record 19 October 2020.

论文官网地址：https://doi.org/10.1016/j.ijinfomgt.2020.102170