Predicting presumed serious infection among hospitalized children on central venous lines with machine learning
Sign Up to like & getrecommendations! Published in 2021 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2021.104289
Abstract: BACKGROUND Presumed serious infection (PSI) is defined as a blood culture drawn and new antibiotic course of at least 4 days among pediatric patients with Central Venous Lines (CVLs). Early PSI prediction and use of… read more here.
Keywords: psi; machine learning; central venous; venous lines ... See more keywords
Traditional Long-Term Central Venous Catheters Versus Transhepatic Venous Catheters in Infants and Young Children
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DOI: 10.1097/pcc.0000000000001276
Abstract: Objectives: Children with congenital heart disease may require long-term central venous access for intensive care management; however, central venous access must also be preserved for future surgical and catheterization procedures. Transhepatic venous catheters may be… read more here.
Keywords: catheter; venous catheters; long term; central venous ... See more keywords
Deep Learning Model to Predict Serious Infection Among Children With Central Venous Lines
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Pediatrics"
DOI: 10.3389/fped.2021.726870
Abstract: Objective: Predict the onset of presumed serious infection, defined as a positive blood culture drawn and new antibiotic course of at least 4 days (PSI*), among pediatric patients with Central Venous Lines (CVLs). Design: Retrospective… read more here.
Keywords: deep learning; model; central venous; serious infection ... See more keywords
Computational investigation of the haemodynamics shows criticalities of central venous lines used for chronic haemodialysis in children
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Pediatrics"
DOI: 10.3389/fped.2022.1055212
Abstract: Background Haemodialysis is a life-saving treatment for children with kidney failure. The majority of children have haemodialysis through central venous lines (CVLs). The use of CVLs in pediatric patients is often associated to complications which… read more here.
Keywords: computational investigation; investigation haemodynamics; haemodialysis; venous lines ... See more keywords