DSWB Journal Club Article Review - DGH Team: Systematic Review and Network Meta-Analysis of Machine Learning Algorithms in Sepsis Prediction

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.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-04
DOI
https://doi.org/10.5281/zenodo.15808135
Primary Topic
Sepsis Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

DSWB Journal Club Article Review - DGH Team: Systematic Review and Network Meta-Analysis of Machine Learning Algorithms in Sepsis Prediction

Zenodo (CERN European Organization for Nuclear Research)
Sepsis Diagnosis and Treatment
article

DSWB Journal Club Article Review - DGH Team: Systematic Review and Network Meta-Analysis of Machine Learning Algorithms in Sepsis Prediction

article en

Abstract

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.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 45%
Sepsis Diagnosis and Treatment
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

DSWB Journal Club Article Review - DGH Team: Systematic Review and Network Meta-Analysis of Machine Learning Algorithms in Sepsis Prediction · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS