Cargando…

Prediction of Late-Onset Sepsis in Preterm Infants Using Monitoring Signals and Machine Learning

OBJECTIVES: Prediction of late-onset sepsis (onset beyond day 3 of life) in preterm infants, based on multiple patient monitoring signals 24 hours before onset. DESIGN: Continuous high-resolution electrocardiogram and respiration (chest impedance) data from the monitoring signals were extracted and...

Descripción completa

Detalles Bibliográficos
Autores principales:	Cabrera-Quiros, Laura, Kommers, Deedee, Wolvers, Maria K., Oosterwijk, Laurien, Arents, Niek, van der Sluijs-Bens, Jacqueline, Cottaar, Eduardus J. E., Andriessen, Peter, van Pul, Carola
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Lippincott Williams & Wilkins 2021
Materias:	Original Clinical Report
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7846455/ https://www.ncbi.nlm.nih.gov/pubmed/33532727 http://dx.doi.org/10.1097/CCE.0000000000000302

Ejemplares similares

Continuous sensing and quantification of body motion in infants: A systematic review
por: Peng, Zheng, et al.
Publicado: (2023)

Statistical Modeling of Heart Rate Variability to Unravel the Factors Affecting Autonomic Regulation in Preterm Infants
por: Joshi, Rohan, et al.
Publicado: (2019)

Changes in autonomic regulation due to Kangaroo care remain unaffected by using a swaddling device
por: Kommers, Deedee R., et al.
Publicado: (2018)

Towards Continuous Camera-Based Respiration Monitoring in Infants
por: Lorato, Ilde, et al.
Publicado: (2021)

Automatic Separation of Respiratory Flow from Motion in Thermal Videos for Infant Apnea Detection
por: Lorato, Ilde, et al.
Publicado: (2021)

Optimisation of clinical workflow and monitor settings safely reduces alarms in the NICU
por: Varisco, Gabriele, et al.
Publicado: (2020)

A Strategy to Reduce Critical Cardiorespiratory Alarms due to Intermittent Enteral Feeding of Preterm Neonates in Intensive Care
por: Joshi, Rohan, et al.
Publicado: (2017)

Recurring staphylococcal scalded skin syndrome in a very low birth weight infant: a case report
por: Duijsters, Carola EPM, et al.
Publicado: (2009)

Early and late onset sepsis in late preterm infants
por: Natale, Fabio, et al.
Publicado: (2014)

Identifying User Preferences for a Digital Educational Solution for Young Seniors With Diabetes
por: van der Molen, Pieta, et al.
Publicado: (2017)

Combining Cardiorespiratory Signals and Video-Based Actigraphy for Classifying Preterm Infant Sleep States
por: Zhang, Dandan, et al.
Publicado: (2023)

Pilot study demonstrates that salivary oxytocin can be measured unobtrusively in preterm infants
por: Kommers, DR, et al.
Publicado: (2016)

Early onset sepsis calculator implementation is associated with reduced healthcare utilization and financial costs in late preterm and term newborns
por: Achten, Niek B., et al.
Publicado: (2020)

Cerebral ultrasound abnormalities in preterm infants caused by late-onset sepsis
por: Claessens, L. C., et al.
Publicado: (2017)

Neurodevelopmental outcome at 2 years of age in preterm infants with late-onset sepsis
por: Zonnenberg, I. A., et al.
Publicado: (2019)

Carboxyhemoglobin as biomarker of late-onset sepsis in preterm infants
por: Dani, Carlo, et al.
Publicado: (2023)

Viewpoints of Parents and Nurses on How to Design Products to Enhance Parent–Infant Bonding at Neonatal Intensive Care Units: A Qualitative Study Based on Existing Designs
por: Schrauwen, Laura, et al.
Publicado: (2017)

The heuristics of nurse responsiveness to critical patient monitor and ventilator alarms in a private room neonatal intensive care unit
por: Joshi, Rohan, et al.
Publicado: (2017)

Late-Onset Group B Streptococcal Sepsis in Preterm Twins
por: Alallah, Jubara, et al.
Publicado: (2023)

Glucosuria as an early marker of late-onset sepsis in preterms: a prospective cohort study
por: Bekhof, Jolita, et al.
Publicado: (2015)

Late-onset sepsis due to urinary tract infection in very preterm neonates is not uncommon
por: Mohseny, Alexander B., et al.
Publicado: (2017)

Plasma cytokine profiles in very preterm infants with late-onset sepsis
por: Hibbert, Julie, et al.
Publicado: (2020)

Carboxyhemoglobin Levels in Preterm Neonatal Late-Onset Sepsis: to Predict or not to Predict
por: Vardar, Gonca, et al.
Publicado: (2023)

Does the architectural layout of a NICU affect alarm pressure? A comparative clinical audit of a single-family room and an open bay area NICU using a retrospective study design
por: Joshi, Rohan, et al.
Publicado: (2018)

The association between clinical and biochemical characteristics of late-onset sepsis and bronchopulmonary dysplasia in preterm infants
por: Ebrahimi, Melania E., et al.
Publicado: (2021)

Heart Rate Characteristics Monitoring for Late-Onset Sepsis in Preterm Infants: A Systematic Review
por: Koppens, Hugo J., et al.
Publicado: (2023)

Cause of preterm birth and late-onset sepsis in very preterm infants: the EPIPAGE-2 cohort study
por: Letouzey, Mathilde, et al.
Publicado: (2021)

Distortions in Development of Intestinal Microbiota Associated with Late Onset Sepsis in Preterm Infants
por: Mai, Volker, et al.
Publicado: (2013)

Center Variation in Intestinal Microbiota Prior to Late-Onset Sepsis in Preterm Infants
por: Taft, Diana H., et al.
Publicado: (2015)

Early and late onset sepsis and retinopathy of prematurity in a cohort of preterm infants
por: Bonafiglia, Elena, et al.
Publicado: (2022)

Quality assessment and response to less invasive surfactant administration (LISA) without sedation
por: de Kort, Ellen, et al.
Publicado: (2019)

Whole blood transcriptional responses of very preterm infants during late-onset sepsis
por: Ng, Sherrianne, et al.
Publicado: (2020)

Composition of early life leukocyte populations in preterm infants with and without late-onset sepsis
por: Hibbert, Julie, et al.
Publicado: (2022)

Prediction for late-onset sepsis in preterm infants based on data from East China
por: Shuai, Xianghua, et al.
Publicado: (2022)

Late-Onset Sepsis Mortality among Preterm Infants: Beyond Time to First Antibiotics
por: Miselli, Francesca, et al.
Publicado: (2023)

The prognostic value of NIRS in preterm infants with (suspected) late-onset sepsis in relation to long term outcome: A pilot study
por: Zonnenberg, Inge A., et al.
Publicado: (2019)

Artifacts in pulse transit time measurements using standard patient monitoring equipment
por: Bennis, Frank C., et al.
Publicado: (2019)

The ProPrems trial: investigating the effects of probiotics on late onset sepsis in very preterm infants
por: Garland, Suzanne M, et al.
Publicado: (2011)

Metabolomic and proteomic analysis of serum from preterm infants with necrotising entercolitis and late-onset sepsis
por: Stewart, Christopher J, et al.
Publicado: (2016)

Longitudinal development of the gut microbiome and metabolome in preterm neonates with late onset sepsis and healthy controls
por: Stewart, Christopher J., et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_cfqg9efg180726ra7h38ndkvc2