Explainable hierarchical clustering for patient subtyping and risk prediction
We present a pipeline in which machine learning techniques are used to automatically
identify and evaluate subtypes of hospital patients admitted between 2017 and 2021 in a …
identify and evaluate subtypes of hospital patients admitted between 2017 and 2021 in a …
Dynamic early warning scores for predicting clinical deterioration in patients with respiratory disease
S Gonem, A Taylor, G Figueredo, S Forster… - Respiratory …, 2022 - Springer
Abstract Background The National Early Warning Score-2 (NEWS-2) is used to detect
patient deterioration in UK hospitals but fails to take account of the detailed granularity or …
patient deterioration in UK hospitals but fails to take account of the detailed granularity or …
Effect of implementing the NEWS2 escalation protocol in a large acute NHS trust: a retrospective cohort analysis of mortality, workload and ability of early warning …
S Forster, TM McKeever, D Shaw - BMJ open, 2022 - bmjopen.bmj.com
Objectives To describe the inpatient population, establish patterns in admission and
mortality over a 4-year period in different cohorts and assess the prognostic ability and …
mortality over a 4-year period in different cohorts and assess the prognostic ability and …
Real-world implementation of the National Early Warning Score-2 in an acute respiratory unit
S Gonem, J Lemberger, A Baguneid… - BMJ Open …, 2024 - bmjopenrespres.bmj.com
Introduction The National Early Warning Score-2 (NEWS-2) is used to detect deteriorating
patients in hospital settings. We aimed to understand how NEWS-2 functions in the real-life …
patients in hospital settings. We aimed to understand how NEWS-2 functions in the real-life …
[HTML][HTML] Physiological deterioration prior to in-hospital cardiac arrest: What does the National Early Warning Score-2 miss?
S Gonem, D Draicchio, A Mohamed, S Wood, K Shiel… - Resuscitation …, 2024 - Elsevier
Aim To determine the frequency with which the National Early Warning Score-2 (NEWS-2)
fails to detect physiological deterioration preceding in-hospital cardiac arrest (IHCA) …
fails to detect physiological deterioration preceding in-hospital cardiac arrest (IHCA) …
Variability and performance of NHS England's 'reason to reside'criteria in predicting hospital discharge in acute hospitals in England: a retrospective, observational …
Objectives NHS England (NHSE) advocates 'reason to reside'(R2R) criteria to support
discharge planning. The proportion of patients without R2R and their rate of discharge are …
discharge planning. The proportion of patients without R2R and their rate of discharge are …
[HTML][HTML] Er NEWS2 gode nyheter for tidlig påvisning av sepsis?
M Myrstad - Tidsskrift for Den norske legeforening, 2023 - tidsskriftet.no
Sepsis er en av de vanligste årsakene til død i norske sykehus. Det er avgjørende at
tilstanden påvises og behandles så tidlig som mulig. Flere skåringsverktøy brukes for å …
tilstanden påvises og behandles så tidlig som mulig. Flere skåringsverktøy brukes for å …
Prediktivna vrijednost sustava ranog upozoravanja u skrbi za pacijente na Objedinjenom hitnom bolničkom prijamu Kliničkog bolničkog centra Osijek
Z Vidaković - 2024 - repozitorij.unios.hr
Sažetak Cilj istraživanja: Cilj istraživanja bio je ispitati prediktivnu vrijednost nacionalnog
sustava ranog upozoravanja 2 (NEWS2) na Objedinjenom hitnom bolničkom prijamu …
sustava ranog upozoravanja 2 (NEWS2) na Objedinjenom hitnom bolničkom prijamu …
[HTML][HTML] Is NEWS2 good news for the early detection of sepsis?
M Myrstad - Tidsskrift for Den norske legeforening, 2023 - tidsskriftet.no
Sepsis is one of the most common causes of death in Norwegian hospitals. It is crucial to
detect and treat the condition as early as possible. Several scoring systems are used to …
detect and treat the condition as early as possible. Several scoring systems are used to …
[PDF][PDF] Dynamic early warning scores for predicting clinical deterioration in patients with respiratory
S Gonem, A Taylor, G Figueredo, S Forster… - 2022 - respiratory-research.biomedcentral …
Abstract Background: The National Early Warning Score-2 (NEWS-2) is used to detect
patient deterioration in UK hospitals but fails to take account of the detailed granularity or …
patient deterioration in UK hospitals but fails to take account of the detailed granularity or …