Artificial Intelligence-Based Prediction of Bloodstream Infections Using Standard Hematological and Biochemical Markers

Artificial Intelligence-Based Prediction of Bloodstream Infections Using Standard Hematological and Biochemical Markers

Objective: Bloodstream infections (BSIs) require rapid identification to initiate timely antimicrobial therapy, yet blood culture-the current diagnostic gold standard-suffers from delayed results and limited sensitivity. This study aimed to develop an interpretable machine learning (ML) model using...

Full description

Saved in:
Bibliographic Details
Main Authors: Ferhat DEMİRCİ, Murat AKŞİT, Aylin DEMİRCİ
Format: Article
Language:English
Published: Galenos Yayinevi 2025-08-01
Series:Forbes Tıp Dergisi
Subjects:
sepsis
blood culture
machine learning
procalcitonin
c-reactive protein
Online Access:https://forbestip.org/articles/artificial-intelligence-based-prediction-of-bloodstream-infections-using-standard-hematological-and-biochemical-markers/doi/forbes.galenos.2025.57855
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://forbestip.org/articles/artificial-intelligence-based-prediction-of-bloodstream-infections-using-standard-hematological-and-biochemical-markers/doi/forbes.galenos.2025.57855

Similar Items