Machine Learning Prediction of Death in Critically Ill Patients With Coronavirus Disease 2019.

Matthew M Churpek,Shruti Gupta,Alexandra B Spicer,Salim S Hayek,Anand Srivastava,Lili Chan,Michal L Melamed,Samantha K Brenner,Jared Radbel,Farah Madhani-Lovely,Pavan K Bhatraju,Anip Bansal,Adam Green,Nitender Goyal,Shahzad Shaefi,Chirag R Parikh,Matthew W Semler,David E Leaf

Critical care explorations（2021）

引用 9|浏览3

暂无评分

摘要

eXtreme Gradient Boosting had the highest discrimination overall, and our simple tool had higher discrimination than a modified Sequential Organ Failure Assessment score, National Early Warning Score, and CURB-65 on external validation. These models could be used to improve triage decisions and clinical trial enrichment.

查看译文

关键词

artificial intelligence,coronavirus disease 2019,intensive care unit,machine learning

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要