This research paper proposes a COVID-19 monitoring and response system to identify the surge in the volume of patients at hospitals and shortage of critical equipment like ventilators in South-east Asian countries, to understand the burden on health facilities. This can help authorities in these regions with resource planning measures to redirect resources to the regions identified by the model. Due to the lack of publicly available data on the influx of patients in hospitals, or the shortage of equipment, ICU units or hospital beds that regions in these countries might be facing, we leverage Twitter data for gleaning this information. The approach has yielded accurate results for states in India, and we are working on validating the model for the remaining countries so that it can serve as a reliable tool for authorities to monitor the burden on hospitals.
翻译:这份研究文件建议建立一个COVID-19监测和反应系统,以查明医院病人数量激增和东南亚国家诸如通风机等关键设备短缺的情况,以便了解保健设施的负担。这可以帮助这些地区的主管部门通过资源规划措施将资源转用于模型所查明的区域。由于缺乏关于医院病人涌入、或这些国家可能面临的设备、伊斯兰法院联盟单位或医院床位短缺的公开数据,我们利用推特数据来收集这一信息。这一方法为印度各州产生了准确的结果,我们正在努力为其余国家验证该模型,以便它能够成为当局监测医院负担的可靠工具。