This is a presentation for the journal club review done by the Douala General Hospital (DGH) team on the Data Science Without Borders (DSWB) Journal Club meeting.The article reviewed was: Gao Y, Wang C, Shen J, Wang Z, Liu Y, Chai Y. Systematic review and network meta-analysis of machine learning algorithms in sepsis prediction. Expert Systems with Applications. 2024 Jul 1;245:122982.