The importance of respiratory rate monitoring: From healthcare to sport and exercise

A Nicolò, C Massaroni, E Schena, M Sacchetti - Sensors, 2020 - mdpi.com
Respiratory rate is a fundamental vital sign that is sensitive to different pathological
conditions (eg, adverse cardiac events, pneumonia, and clinical deterioration) and stressors …

Artificial intelligence in healthcare

KH Yu, AL Beam, IS Kohane - Nature biomedical engineering, 2018 - nature.com
Artificial intelligence (AI) is gradually changing medical practice. With recent progress in
digitized data acquisition, machine learning and computing infrastructure, AI applications …

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 …

Multicenter comparison of machine learning methods and conventional regression for predicting clinical deterioration on the wards

MM Churpek, TC Yuen, C Winslow… - Critical care …, 2016 - journals.lww.com
Objective: Machine learning methods are flexible prediction algorithms that may be more
accurate than conventional regression. We compared the accuracy of different techniques …

Early warning system scores for clinical deterioration in hospitalized patients: a systematic review

MEB Smith, JC Chiovaro, M O'Neil… - Annals of the …, 2014 - atsjournals.org
Rationale: Early warning system (EWS) scores are used by hospital care teams to recognize
early signs of clinical deterioration and trigger more intensive care. Objective: To …

Strengths and limitations of early warning scores: a systematic review and narrative synthesis

CL Downey, W Tahir, R Randell, JM Brown… - International journal of …, 2017 - Elsevier
Background Early warning scores are widely used to identify deteriorating patients. Whilst
their ability to predict clinical outcomes has been extensively reviewed, there has been no …

The impact of the use of the Early Warning Score (EWS) on patient outcomes: a systematic review

N Alam, EL Hobbelink, AJ van Tienhoven… - Resuscitation, 2014 - Elsevier
Background Acute deterioration in critical ill patients is often preceded by changes in
physiological parameters, such as pulse, blood pressure, temperature and respiratory rate. If …

Artificial intelligence: the milestone in modern biomedical research

K Athanasopoulou, GN Daneva, PG Adamopoulos… - …, 2022 - mdpi.com
In recent years, the advent of new experimental methodologies for studying the high
complexity of the human genome and proteome has led to the generation of an increasing …

Strategies for improving survival after in-hospital cardiac arrest in the United States: 2013 consensus recommendations: a consensus statement from the American …

LJ Morrison, RW Neumar, JL Zimmerman, MS Link… - Circulation, 2013 - Am Heart Assoc
The goal of this statement is to develop consensus recommendations aimed at measuring
and optimizing outcomes after in-hospital cardiac arrest (IHCA). For the purposes of this …

Wearable sensors for respiration monitoring: A review

T Hussain, S Ullah, R Fernández-García, I Gil - Sensors, 2023 - mdpi.com
This paper provides an overview of flexible and wearable respiration sensors with emphasis
on their significance in healthcare applications. The paper classifies these sensors based on …