Cargando…

Computerized prediction of intensive care unit discharge after cardiac surgery: development and validation of a Gaussian processes model

BACKGROUND: The intensive care unit (ICU) length of stay (LOS) of patients undergoing cardiac surgery may vary considerably, and is often difficult to predict within the first hours after admission. The early clinical evolution of a cardiac surgery patient might be predictive for his LOS. The purpos...

Descripción completa

Detalles Bibliográficos
Autores principales:	Meyfroidt, Geert, Güiza, Fabian, Cottem, Dominiek, De Becker, Wilfried, Van Loon, Kristien, Aerts, Jean-Marie, Berckmans, Daniël, Ramon, Jan, Bruynooghe, Maurice, Van den Berghe, Greet
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2011
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3228706/ https://www.ncbi.nlm.nih.gov/pubmed/22027016 http://dx.doi.org/10.1186/1472-6947-11-64

Ejemplares similares

Data mining techniques for predicting acute kidney injury after elective cardiac surgery
por: Van Eyck, J, et al.
Publicado: (2012)

Machine learning versus physicians’ prediction of acute kidney injury in critically ill adults: a prospective evaluation of the AKIpredictor
por: Flechet, Marine, et al.
Publicado: (2019)

Near-Infrared–Based Cerebral Oximetry for Prediction of Severe Acute Kidney Injury in Critically Ill Children After Cardiac Surgery
por: Flechet, Marine, et al.
Publicado: (2019)

Impact of a simple computer alert on the quality of tight glycemic control
por: Stichele, E Vander, et al.
Publicado: (2009)

External Validation of the Augmented Renal Clearance Predictor in Critically Ill COVID-19 Patients
por: Huang, Chao-Yuan, et al.
Publicado: (2023)

Development and validation of the creatinine clearance predictor machine learning models in critically ill adults
por: Huang, Chao-Yuan, et al.
Publicado: (2023)

Daily fluctuations in kidney function in critically ill adults
por: Huang, Chao-Yuan, et al.
Publicado: (2022)

Postoperative Cerebral Oxygen Saturation in Children After Congenital Cardiac Surgery and Long-Term Total Intelligence Quotient: A Prospective Observational Study
por: Carra, Giorgia, et al.
Publicado: (2021)

Novel models to predict elevated intracranial pressure during intensive care and long-term neurological outcome after TBI
por: Guiza, F, et al.
Publicado: (2012)

New look at the 20 mmHg ICP threshold
por: Guiza, FG, et al.
Publicado: (2014)

Second-day discharge from the ICU after non-emergency cardiac surgery
por: Vanfleteren, L, et al.
Publicado: (2009)

Low-frequency autoregulation index for calculation of optimal cerebral perfusion pressure in severe traumatic brain injury
por: Guiza, F, et al.
Publicado: (2013)

The value of the fore-sight(TM) monitor in the postoperative phase after congenital cardiac surgery. a descriptive statistical interim-analysis
por: Delrue, HGJ, et al.
Publicado: (2015)

Cerebral Perfusion Pressure Insults and Associations with Outcome in Adult Traumatic Brain Injury
por: Güiza, Fabian, et al.
Publicado: (2017)

Prevalence and Prognostic Value of Abnormal Liver Test Results in Critically Ill Children and the Impact of Delaying Parenteral Nutrition*
por: Jenniskens, Marc, et al.
Publicado: (2018)

External validation of an early warning alert for elevated intracranial pressure in the Avert-IT database
por: Beckers, M, et al.
Publicado: (2014)

Clinical prediction models for acute kidney injury
por: Huang, Chao-Yuan, et al.
Publicado: (2020)

DNA methylation alterations in muscle of critically ill patients
por: Van Dyck, Lisa, et al.
Publicado: (2022)

Health-related quality of life of children and their parents 2 years after critical illness: pre-planned follow-up of the PEPaNIC international, randomized, controlled trial
por: Hordijk, José, et al.
Publicado: (2020)

Continuous Monitoring of Urine Output And Hemodynamic Disturbances Improves Early Detection of Acute Kidney Injury During First Week of Icu Stay
por: Flechet, M, et al.
Publicado: (2015)

Critical illness induces nutrient-independent adipogenesis and accumulation of alternatively activated tissue macrophages
por: Marques, Mirna Bastos, et al.
Publicado: (2013)

Time course of altered DNA methylation evoked by critical illness and by early administration of parenteral nutrition in the paediatric ICU
por: Verlinden, Ines, et al.
Publicado: (2020)

Early detection of acute kidney injury during the first week of the ICU
por: Flechet, M, et al.
Publicado: (2015)

Differential DNA methylation by early versus late parenteral nutrition in the PICU: a biological basis for its impact on emotional and behavioral problems documented 4 years later
por: Jacobs, An, et al.
Publicado: (2021)

THU155 Aberrant DNA Methylation Within Genes Of The HPA-axis Two Years After Paediatric Critical Illness, Role Of Glucocorticoid Treatment And Association With Impaired Physical And Neurocognitive Development.
por: Coppens, Gregoire, et al.
Publicado: (2023)

Abnormal DNA methylation within genes of the steroidogenesis pathway two years after paediatric critical illness and association with stunted growth in height further in time
por: Vanhorebeek, Ilse, et al.
Publicado: (2023)

ICP and CPP management before and after 2007: impact on the association between dose of ICP and outcome
por: Boeckx, S, et al.
Publicado: (2015)

SUN-072 Age of Critically Ill Children at Time of Exposure to Early Parenteral Nutrition Determines Its Impact on Long-Term Physical and Cognitive Development
por: Verlinden, Ines, et al.
Publicado: (2020)

Kidney Dysfunction After Traumatic Brain Injury: Pathophysiology and General Management
por: De Vlieger, Greet, et al.
Publicado: (2022)

On the Role of Illness Duration and Nutrient Restriction in Cholestatic Alterations that Occur During Critical Illness
por: Jenniskens, Marc, et al.
Publicado: (2018)

Long-term impact of paediatric critical illness on the difference between epigenetic and chronological age in relation to physical growth
por: Verlinden, Ines, et al.
Publicado: (2023)

Assessment of aberrant DNA methylation two years after paediatric critical illness: a pre-planned secondary analysis of the international PEPaNIC trial
por: Coppens, Grégoire, et al.
Publicado: (2022)

Clinical review: intensive care unit acquired weakness
por: Hermans, Greet, et al.
Publicado: (2015)

How to compare adequacy of algorithms to control blood glucose in the intensive care unit?
por: Van den Berghe, Greet
Publicado: (2004)

Increased blood flow by insulin infusion targeting normoglycemia in patients with severe sepsis: friend or foe?
por: Berghe, Greet Van den
Publicado: (2010)

Physical, Emotional/Behavioral, and Neurocognitive Developmental Outcomes From 2 to 4 Years After PICU Admission: A Secondary Analysis of the Early Versus Late Parenteral Nutrition Randomized Controlled Trial Cohort*
por: Verlinden, Ines, et al.
Publicado: (2022)

Phasing out DEHP from plastic indwelling medical devices used for intensive care: Does it reduce the long-term attention deficit of critically ill children?
por: Vanhorebeek, Ilse, et al.
Publicado: (2022)

Premorbid obesity, but not nutrition, prevents critical illness‐induced muscle wasting and weakness
por: Goossens, Chloë, et al.
Publicado: (2016)

Role of age of critically ill children at time of exposure to early or late parenteral nutrition in determining the impact hereof on long-term neurocognitive development: A secondary analysis of the PEPaNIC-RCT
por: Verlinden, Ines, et al.
Publicado: (2021)

The epigenetic legacy of ICU feeding and its consequences
por: Vanhorebeek, Ilse, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_5uj11rv9ra4o04njabdoi38iht