Cargando…

Adoption of novel biomarker test parameters with machine learning‐based algorithms for the early detection of sepsis in hospital practice

AIMS: We aim (i) to redesign sepsis's clinical pathway and fit the organizational requirements of a novel machine‐learning algorithm incorporating a novel biomarker test and (ii) to assess adoption drivers of the new combined technology. BACKGROUND: There is an urgent need to achieve sepsis...

Descripción completa

Detalles Bibliográficos
Autores principales:	Manetti, Stefania, Cumetti, Michele, De Benedictis, Anna, Lettieri, Emanuele
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley and Sons Inc. 2022
Materias:	Original Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10092467/ https://www.ncbi.nlm.nih.gov/pubmed/36125938 http://dx.doi.org/10.1111/jonm.13807

Ejemplares similares

Development and psychometric testing of a new measure of the determinants that influence the adoption of WhatsApp in hospitals
por: De Benedictis, Anna, et al.
Publicado: (2021)

Assessing the Social and Environmental Impact of Healthcare Technologies: Towards an Extended Social Return on Investment
por: Pinelli, Maria, et al.
Publicado: (2023)

Development and validation of Medical Device Key Evidence Tool (‘MeDKET’): An evidence-based framework to explain success in selected European and US companies
por: Manetti, Stefania, et al.
Publicado: (2023)

Diagnostic and prognostic capabilities of a biomarker and EMR‐based machine learning algorithm for sepsis
por: Taneja, Ishan, et al.
Publicado: (2021)

Early Prediction of Sepsis Based on Machine Learning Algorithm
por: Zhao, Xin, et al.
Publicado: (2021)

An approach to rapidly assess sepsis through multi-biomarker host response using machine learning algorithm
por: Sardesai, Abha Umesh, et al.
Publicado: (2021)

Improving Multi-Tumor Biomarker Health Check-Up Tests with Machine Learning Algorithms
por: Wang, Hsin-Yao, et al.
Publicado: (2020)

Sepsis biomarkers and diagnostic tools with a focus on machine learning
por: Komorowski, Matthieu, et al.
Publicado: (2022)

Adoption of Machine Learning Algorithm-Based Intelligent Basketball Training Robot in Athlete Injury Prevention
por: Xu, Teng, et al.
Publicado: (2021)

Use of machine learning algorithms to predict life-threatening ventricular arrhythmia in sepsis
por: Li, Le, et al.
Publicado: (2023)

Metabolomics and machine learning approaches for diagnostic and prognostic biomarkers screening in sepsis
por: She, Han, et al.
Publicado: (2023)

Lysosome-Related Diagnostic Biomarkers for Pediatric Sepsis Integrated by Machine Learning
por: Yang, Yang, et al.
Publicado: (2023)

Adoption of machine learning algorithm for predicting the length of stay of patients (construction workers) during COVID pandemic
por: Samy, S. Selvakumara, et al.
Publicado: (2023)

Identification of potential biomarkers of myopia based on machine learning algorithms
por: Zhang, Shengnan, et al.
Publicado: (2023)

Machine Learning Model to Identify Sepsis Patients in the Emergency Department: Algorithm Development and Validation
por: Lin, Pei-Chen, et al.
Publicado: (2021)

Correction to: Use of machine learning algorithms to predict life-threatening ventricular arrhythmia in sepsis
Publicado: (2023)

Machine learning algorithms: popular algorithms for data science and machine learning
por: Bonaccorso, Giuseppe
Publicado: (2018)

Age group prediction with panoramic radiomorphometric parameters using machine learning algorithms
por: Lee, Yeon-Hee, et al.
Publicado: (2022)

PreOBP_ML: Machine Learning Algorithms for Prediction of Optical Biosensor Parameters
por: Ahmed, Kawsar, et al.
Publicado: (2023)

Screening of key biomarkers of tendinopathy based on bioinformatics and machine learning algorithms
por: Zhu, Ya xi, et al.
Publicado: (2021)

A Machine Learning Sepsis Prediction Algorithm for Intended Intensive Care Unit Use (NAVOY Sepsis): Proof-of-Concept Study
por: Persson, Inger, et al.
Publicado: (2021)

Parameters Identification of Fluxgate Magnetic Core Adopting the Biogeography-Based Optimization Algorithm
por: Jiang, Wenjuan, et al.
Publicado: (2016)

Test-driven machine learning: control your machine learning algorithms using test-driven development to achieve quantifiable milestones
por: Bozonier, Justin
Publicado: (2015)

Identification of biomarkers related to sepsis diagnosis based on bioinformatics and machine learning and experimental verification
por: Wang, Qianfei, et al.
Publicado: (2023)

Bioinformatic Analysis and Machine Learning Methods in Neonatal Sepsis: Identification of Biomarkers and Immune Infiltration
por: Jiang, Zhou, et al.
Publicado: (2023)

Machine Learning Algorithm to Predict Acidemia Using Electronic Fetal Monitoring Recording Parameters
por: Esteban-Escaño, Javier, et al.
Publicado: (2021)

Improved Feature Parameter Extraction from Speech Signals Using Machine Learning Algorithm
por: Abdusalomov, Akmalbek Bobomirzaevich, et al.
Publicado: (2022)

Perspective on the Application of Machine Learning Algorithms for Flow Parameter Estimation in Recycled Concrete Aggregate
por: Dzięcioł, Justyna, et al.
Publicado: (2023)

Machine learning algorithms: reference guide for popular algorithms for data science and machine learning
por: Bonaccorso, Giuseppe
Publicado: (2017)

Machine learning algorithm to predict mortality in critically ill patients with sepsis-associated acute kidney injury
por: Li, Xunliang, et al.
Publicado: (2023)

The challenge of clinical adoption—the insurmountable obstacle that will stop machine learning?
por: Taylor, Jonathan, et al.
Publicado: (2018)

Adoption of Machine Learning in Pharmacometrics: An Overview of Recent Implementations and Their Considerations
por: Janssen, Alexander, et al.
Publicado: (2022)

Machine learning algorithms reveal potential miRNAs biomarkers in gastric cancer
por: Azari, Hanieh, et al.
Publicado: (2023)

Performance effectiveness of vital parameter combinations for early warning of sepsis—an exhaustive study using machine learning
por: Rangan, Ekanath Srihari, et al.
Publicado: (2022)

Machine learning: algorithms and applications
por: Mohammed, Mohssen, et al.
Publicado: (2016)

Machine Learning: an algorithmic perspective
por: Marsland, Stephen
Publicado: (2009)

Mastering Machine Learning Algorithms
por: Bonaccorso, Giuseppe
Publicado: (2020)

Machine Learning for Algorithmic Trading
por: Jansen, Stefan
Publicado: (2020)

Machine learning: an algorithmic perspective
por: Marsland, Stephen
Publicado: (2015)

Algorithms in machine learning paradigms
por: Mandal, Jyotsna Kumar, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_cd0vcptk7d8phg2gimvvcsmamm