[HTML][HTML] Reducing false alarms in intensive care units: a scoping review
Methods A broad search was performed using four electronic databases, PubMed, Scopus,
EMBASE, and Cumulative Index to Nursing and Allied Health Literature. This review …
EMBASE, and Cumulative Index to Nursing and Allied Health Literature. This review …
Convolutional squeeze-and-excitation network for ECG arrhythmia detection
Automatic detection of arrhythmia through an electrocardiogram (ECG) is of great
significance for the prevention and treatment of cardiovascular diseases. In Convolutional …
significance for the prevention and treatment of cardiovascular diseases. In Convolutional …
A novel method to quantify arterial pulse waveform morphology: attractor reconstruction for physiologists and clinicians
Current arterial pulse monitoring systems capture data at high frequencies (100–1000 Hz).
However, they typically report averaged or low frequency summary data such as heart rate …
However, they typically report averaged or low frequency summary data such as heart rate …
False alarm reduction in critical care
High false alarm rates in the ICU decrease quality of care by slowing staff response times
while increasing patient delirium through noise pollution. The 2015 PhysioNet/Computing in …
while increasing patient delirium through noise pollution. The 2015 PhysioNet/Computing in …
Detection of coronary artery disease using multi-modal feature fusion and hybrid feature selection
H Zhang, X Wang, C Liu, Y Liu, P Li… - Physiological …, 2020 - iopscience.iop.org
Objective: Coronary artery disease (CAD) is a common fatal disease. At present, an accurate
method to screen CAD is urgently needed. This study aims to provide optimal detection …
method to screen CAD is urgently needed. This study aims to provide optimal detection …
Two-stage classifier for resource constrained on-board cardiac arrhythmia detection
Early automatic detection of cardiac arrhythmia in an ambulatory health monitoring setup
can reduce the mortality rates. In the existing approaches on multiclass arrhythmia detection …
can reduce the mortality rates. In the existing approaches on multiclass arrhythmia detection …
Monitoring sound and light continuously in an intensive care unit patient room: A pilot study
LP Voigt, K Reynolds, M Mehryar, WS Chan… - Journal of Critical …, 2017 - Elsevier
Purpose To determine the feasibility of continuous recording of sound and light in the
intensive care unit (ICU). Materials and methods Four 1-hour baseline scenarios in an empty …
intensive care unit (ICU). Materials and methods Four 1-hour baseline scenarios in an empty …
Not to cry wolf: Distantly supervised multitask learning in critical care
Patients in the intensive care unit (ICU) require constant and close supervision. To assist
clinical staff in this task, hospitals use monitoring systems that trigger audiovisual alarms if …
clinical staff in this task, hospitals use monitoring systems that trigger audiovisual alarms if …
Detection of common arrhythmias by the watch-PAT: Expression of electrical arrhythmias by pulse recording
G Pillar, M Berall, RB Berry, T Etzioni… - Nature and Science …, 2022 - Taylor & Francis
Background The WatchPAT (WP) device was shown to be accurate for the diagnosis of
sleep apnea and is widely used worldwide as an ambulatory diagnostic tool. While it records …
sleep apnea and is widely used worldwide as an ambulatory diagnostic tool. While it records …
Bimodal Masked Autoencoders with internal representation connections for electrocardiogram classification
Time series self-supervised methods have been widely used, with electrocardiogram (ECG)
classification tasks also reaping their benefits. One mainstream paradigm is masked data …
classification tasks also reaping their benefits. One mainstream paradigm is masked data …