Accelerating antimicrobial stewardship: An AI-CDSS approach to combating multidrug-resistant pathogens in the era of increasing resistance

Integrating MALDI-TOF MS with machine learning in AI-CDSS significantly enhanced clinical decision-making, representing a major advancement in the rapid management of infectious diseases and antimicrobial stewardship.

Authors

Institutions

Publication Details

Journal
Clinica Chimica Acta
Published
2025-04-29
DOI
https://doi.org/10.1016/j.cca.2025.120336
Citations
5
Primary Topic
Bacterial Identification and Susceptibility Testing
Type
article
Field-Weighted Citation Impact
6.59

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Accelerating antimicrobial stewardship: An AI-CDSS approach to combating multidrug-resistant pathogens in the era of increasing resistance

Hung‐Sheng Shang, Ming-Jr Jian, Chih‐Kai Chang, Cherng‐Lih Perng et al.
5 citations
Clinica Chimica Acta
Bacterial Identification and Susceptibility Testing
6.59
article

Accelerating antimicrobial stewardship: An AI-CDSS approach to combating multidrug-resistant pathogens in the era of increasing resistance

Hung‐Sheng Shang, Ming-Jr Jian, Chih‐Kai Chang, Cherng‐Lih Perng, Hsing‐Yi Chung, Chien‐Wen Chen, Tai-Han Lin, Feng‐Yee Chang
article en
5 citations

Abstract

Integrating MALDI-TOF MS with machine learning in AI-CDSS significantly enhanced clinical decision-making, representing a major advancement in the rapid management of infectious diseases and antimicrobial stewardship.

Clinica Chimica ActaVol. 574
Tri-Service General Hospital (TW), National Defense Medical Center (TW)
Tri-Service General Hospital
Openalex Percentile: Top 3%
Bacterial Identification and Susceptibility Testing
6.59
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.