Cargando…

Improving Prediction Accuracy of “Central Line-Associated Blood Stream Infections” Using Data Mining Models

Prediction of nosocomial infections among patients is an important part of clinical surveillance programs to enable the related personnel to take preventive actions in advance. Designing a clinical surveillance program with capability of predicting nosocomial infections is a challenging task due to...

Descripción completa

Detalles Bibliográficos
Autores principales:	Noaman, Amin Y., Nadeem, Farrukh, Ragab, Abdul Hamid M., Jamjoom, Arwa, Al-Abdullah, Nabeela, Nasir, Mahreen, Ali, Anser G.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2017
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5632447/ https://www.ncbi.nlm.nih.gov/pubmed/29085836 http://dx.doi.org/10.1155/2017/3292849

Ejemplares similares

WMSS: A Web-Based Multitiered Surveillance System for Predicting CLABSI
por: Noaman, Amin Y., et al.
Publicado: (2018)

Central and peripheral venous lines-associated blood stream infections in the critically ill surgical patients
por: Ugas, Mohamed Ali, et al.
Publicado: (2012)

Stream data mining
por: Rutkowski, Leszek, et al.
Publicado: (2019)

2300. Molecular Epidemiology of Carbapenem-Resistant Klebsiella pneumoniae (CRKP) Causing Central Line Associated Blood Stream Infections (CLABSI) in Three ICU Units in Egypt
por: Kholy, Amany El, et al.
Publicado: (2018)

705 Reduction in Central Line Associated Blood Stream Infection Rate with a Central Line Change-Over Protocol
por: Hollowell, Jamie L, et al.
Publicado: (2022)

Reducing central line associated blood stream infections at intensive care unit
por: Amer, HA, et al.
Publicado: (2015)

Nurses’ compliance with central line associated blood stream infection prevention guidelines
por: Aloush, Sami M., et al.
Publicado: (2018)

Central line-associated blood stream infection during COVID-19 pandemic
por: Aldawood, Fatima, et al.
Publicado: (2021)

A Prospective Study of Family Engagement for Prevention of Central Line-associated Blood Stream Infections
por: Chamblee, Tracy B., et al.
Publicado: (2021)

2096. Evaluation of a Midline Catheter Program and Effect on Central Line-Associated Blood Stream Infections
por: Hankins, Richard, et al.
Publicado: (2018)

Sustained Low Incidence Rates of Central Line-Associated Blood Stream Infections in the Intensive Care Unit
por: Mazi, Waleed A, et al.
Publicado: (2021)

Retrospective Cohort Analysis of Central Line Associated Blood Stream Infection following Introduction of a Central Line Bundle in a Neonatal Intensive Care Unit
por: Bannatyne, Molly, et al.
Publicado: (2018)

Blood stream infections associated with central and peripheral venous catheters
por: Ruiz-Giardin, Jose Manuel, et al.
Publicado: (2019)

Central line associated blood stream infection (CLABSI) due to Exophiala dermatitidis in an adult patient: Case report and review
por: Vila, Andrea, et al.
Publicado: (2019)

The Attributable Factors That Increase the Likelihood of Central Line Associated Blood Stream Infection Related In-Hospital 30-Day Mortality
por: Alotaibi, Naif H, et al.
Publicado: (2023)

Novel strategies to reduce central-line–associated blood stream infection (CLABSI) events in the neonatal intensive care unit
por: Camelo, Ingrid, et al.
Publicado: (2023)

Multi-scale Real-time Grid Monitoring with Job Stream Mining
por: Zhang, Xiangliang, et al.
Publicado: (2009)

Real-Time Clinical Decision Support System with Data Stream Mining
por: Zhang, Yang, et al.
Publicado: (2012)

A Dynamic Ensemble Framework for Mining Textual Streams with Class Imbalance
por: Song, Ge, et al.
Publicado: (2014)

Data Stream Mining Applied to Maximum Wind Forecasting in the Canary Islands
por: Sánchez-Medina, Javier J., et al.
Publicado: (2019)

Streams of a career in research: “It was a wonderful journey, this career of mine”
por: Berardinelli, James G
Publicado: (2019)

Mining Dynamic Graph Streams for Predictive Queries Under Resource Constraints
por: Liu, Xuanming, et al.
Publicado: (2020)

866 Observational Study of Central Venous Catheter (CVC) Occlusions and Central Line-Associated Blood Stream Infections (CLABSI) Using the Clave™ Negative Displacement Connector
por: Patel, Parul, et al.
Publicado: (2014)

"Stream-Lines" in the Portal Vein: Their Influence on the Selective Distribution of Blood in the Liver
por: Dick, Bruce M.
Publicado: (1928)

An efficient reversible privacy-preserving data mining technology over data streams
por: Lin, Chen-Yi, et al.
Publicado: (2016)

Robust High-dimensional Bioinformatics Data Streams Mining by ODR-ioVFDT
por: Wang, Dantong, et al.
Publicado: (2017)

Designing a Streaming Algorithm for Outlier Detection in Data Mining—An Incremental Approach †
por: Yu, Kangqing, et al.
Publicado: (2020)

865 Utility of Electronic Medical Records to Assess the Relationship between Total Parenteral Nutrition and Central Line-associated Blood Stream Infections
por: Ippolito, Paul, et al.
Publicado: (2014)

1360. Variation in Duration of Antibiotic Therapy for Central-line Associated Blood Stream Infections Caused by Gram Negative Bacilli in Hospitalized Children
por: Whitmer, Grant R, et al.
Publicado: (2020)

Acid Mine Drainage Effects in the Hydrobiology of Freshwater Streams from Three Mining Areas (SW Portugal): A Statistical Approach
por: Luís, Ana Teresa, et al.
Publicado: (2022)

Visualizing Central Line –Associated Blood Stream Infection (CLABSI) Outcome Data for Decision Making by Health Care Consumers and Practitioners—An Evaluation Study
por: Rajwan, Yair G., et al.
Publicado: (2013)

1168. Trends in Central-Line-Associated Blood Stream Infections in a Community Teaching Hospital: A Multi-Intervention Quality Improvement Project
por: Wei, Abraham, et al.
Publicado: (2019)

Central line-associated blood stream infection (CLABSI) due to Candida sojae in an infant with short bowel syndrome: The first human case report
por: Abdel-Haq, Nahed, et al.
Publicado: (2022)

Fast Adapting Ensemble: A New Algorithm for Mining Data Streams with Concept Drift
por: Ortíz Díaz, Agustín, et al.
Publicado: (2015)

Density and diversity of macroinvertebrates in Colombian Andean streams impacted by mining, agriculture and cattle production
por: Meza-Salazar, Ana M., et al.
Publicado: (2020)

Mining Massive E-Health Data Streams for IoMT Enabled Healthcare Systems
por: Toor, Affan Ahmed, et al.
Publicado: (2020)

Water quality of streams associated with artisanal gold mining; Suárez, Department of Cauca, Colombia
por: Gallo Corredor, José Antonio, et al.
Publicado: (2021)

Adversarial concept drift detection under poisoning attacks for robust data stream mining
por: Korycki, Łukasz, et al.
Publicado: (2022)

Temporal walk based centrality metric for graph streams
por: Béres, Ferenc, et al.
Publicado: (2018)

Reliable Prediction Models Based on Enriched Data for Identifying the Mode of Childbirth by Using Machine Learning Methods: Development Study
por: Ullah, Zahid, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_pa53bf02qpf86mtq54imo3227a