[HTML][HTML] Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy

LM Fleuren, TLT Klausch, CL Zwager… - Intensive care …, 2020 - Springer
Purpose Early clinical recognition of sepsis can be challenging. With the advancement of
machine learning, promising real-time models to predict sepsis have emerged. We …

Early warning scores for detecting deterioration in adult hospital patients: systematic review and critical appraisal of methodology

S Gerry, T Bonnici, J Birks, S Kirtley, PS Virdee… - bmj, 2020 - bmj.com
Objective To provide an overview and critical appraisal of early warning scores for adult
hospital patients. Design Systematic review. Data sources Medline, CINAHL, PsycInfo, and …

The role of chest radiography in confirming covid-19 pneumonia

J Cleverley, J Piper, MM Jones - bmj, 2020 - bmj.com
The role of chest radiography in confirming covid-19 pneumonia | The BMJ Skip to main
content Intended for healthcare professionals Access provided by Google Indexer Subscribe …

Heart rate variability for medical decision support systems: A review

O Faust, W Hong, HW Loh, S Xu, RS Tan… - Computers in biology …, 2022 - Elsevier
Abstract Heart Rate Variability (HRV) is a good predictor of human health because the heart
rhythm is modulated by a wide range of physiological processes. This statement embodies …

[HTML][HTML] AutoScore: a machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records

F Xie, B Chakraborty, MEH Ong… - JMIR medical …, 2020 - medinform.jmir.org
Background: Risk scores can be useful in clinical risk stratification and accurate allocations
of medical resources, helping health providers improve patient care. Point-based scores are …

[HTML][HTML] Effect of an automated notification system for deteriorating ward patients on clinical outcomes

CP Subbe, B Duller, R Bellomo - Critical Care, 2017 - Springer
Background Delayed response to clinical deterioration of ward patients is common. Methods
We performed a prospective before-and-after study in all patients admitted to two clinical …

[HTML][HTML] Mechanisms of action of ozone therapy in emerging viral diseases: Immunomodulatory effects and therapeutic advantages with reference to SARS-CoV-2

A Cenci, I Macchia, V La Sorsa, C Sbarigia… - Frontiers in …, 2022 - frontiersin.org
Medical oxygen-ozone (O 2-O 3) is a successful therapeutic approach accounting on the
assessed beneficial action of ozone in the range 30–45 μg/ml (expanded range 10–80 …

Comparison of qSOFA, SIRS, and NEWS scoring systems for diagnosis, mortality, and morbidity of sepsis in emergency department

AF Oduncu, GS Kıyan, S Yalçınlı - The American journal of emergency …, 2021 - Elsevier
Purpose This study was aimed to compare the quick Sequential Organ Failure Assessment
(qSOFA), Systemic Inflammatory Response Syndrome (SIRS), and National Early Warning …

[HTML][HTML] Why the C-statistic is not informative to evaluate early warning scores and what metrics to use

S Romero-Brufau, JM Huddleston, GJ Escobar… - Critical Care, 2015 - Springer
Metrics typically used to report the performance of an early warning score (EWS), such as
the area under the receiver operator characteristic curve or C-statistic, are not useful for pre …

Evaluation the efficacy and safety of N‐acetylcysteine inhalation spray in controlling the symptoms of patients with COVID‐19: An open‐label randomized controlled …

Y Panahi, M Ghanei, M Rahimi, A Samim… - Journal of Medical …, 2023 - Wiley Online Library
The aim of this study was to evaluate the effect and safety of N‐acetylcysteine (NAC)
inhalation spray in the treatment of patients with coronavirus disease 2019 (COVID‐19). This …