id author title date pages extension mime words sentences flesch summary cache txt cord-279180-xad53zht Kumaravel, Santhosh Kumar Investigation on the impacts of COVID-19 quarantine on society and environment: Preventive measures and supportive technologies 2020-08-17 .txt text/plain 11396 653 54 The COVID-19 is a respiratory disease that spreads at a maximum rate through droplets of the infected people through the air (World Health Organisation 2020a). • In addition, the incorporation of lockdown with other treatment and prevention measures such as school closures, travel restrictions, and social distancing has had a greater impact on spread prevention, cases requiring critical care beds, and deaths compared with quarantine alone. Machine learning has the potential to support clinicians' work processing and management of large amounts of medical data contained in electronic health records and used in clinical applications which includes recognizing high-risk patients in need of ICU, the identification of early signs of lung cancer, determination of patient's respiratory status from X-rays in the chest, such deep learning approaches employ neural networks to predict the input-output data relationship. ./cache/cord-279180-xad53zht.txt ./txt/cord-279180-xad53zht.txt