AIMC Topic: Out-of-Hospital Cardiac Arrest

Clear Filters Showing 21 to 27 of 27 articles

Complex analyses on clinical information systems using restricted natural language querying to resolve time-event dependencies.

Journal of biomedical informatics Apr 9, 2018
PURPOSE: This paper reports on a generic framework to provide clinicians with the ability to conduct complex analyses on elaborate research topics using cascaded queries to resolve internal time-event dependencies in the research questions, as an ext...
Medical Informatics Body Temperature Programming Languages Data Collection Acetaminophen Out-of-Hospital Cardiac Arrest Medical Records Systems, Computerized Liver Function Tests Liver Natural Language Processing Internet Fever Time Factors Brain Injuries, Traumatic Data Science User-Computer Interface Humans Algorithms Language Software
View on PubMed DOI

Automated video surveillance and machine learning: Leveraging existing infrastructure for cardiac arrest detection and emergency response activation.

Resuscitation Feb 21, 2018
Humans Out-of-Hospital Cardiac Arrest Video Recording Time-to-Treatment Machine Learning Emergency Medical Services
View on PubMed DOI

Machine Learning Techniques for the Detection of Shockable Rhythms in Automated External Defibrillators.

PloS one Jul 21, 2016
Early recognition of ventricular fibrillation (VF) and electrical therapy are key for the survival of out-of-hospital cardiac arrest (OHCA) patients treated with automated external defibrillators (AED). AED algorithms for VF-detection are customarily...
Out-of-Hospital Cardiac Arrest Electrocardiography Databases as Topic Automation Defibrillators Algorithms Time Factors Humans Machine Learning
View on PubMed DOI

Combining Amplitude Spectrum Area with Previous Shock Information Using Neural Networks Improves Prediction Performance of Defibrillation Outcome for Subsequent Shocks in Out-Of-Hospital Cardiac Arrest Patients.

PloS one Feb 10, 2016
OBJECTIVE: Quantitative ventricular fibrillation (VF) waveform analysis is a potentially powerful tool to optimize defibrillation. However, whether combining VF features with additional attributes that related to the previous shock could enhance the ...
Ventricular Fibrillation Neural Networks, Computer Signal Processing, Computer-Assisted Defibrillators Out-of-Hospital Cardiac Arrest Software Electric Countershock Predictive Value of Tests Humans Area Under Curve ROC Curve Electrocardiography Treatment Outcome Retrospective Studies Sensitivity and Specificity
View on PubMed DOI

Artificial-intelligence-based neurological outcome prediction during out-of-hospital cardiac arrest.

Emergencias : revista de la Sociedad Espanola de Medicina de Emergencias Jun 1, 2024
Artificial Intelligence Cardiopulmonary Resuscitation Out-of-Hospital Cardiac Arrest Humans
View on PubMed DOI

Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Pulse detection during out-of-hospital cardiac arrest remains challenging for both novel and expert rescuers because current methods are inaccurate and time-consuming. There is still a need to develop automatic methods for pulse detection, where the ...
Humans Out-of-Hospital Cardiac Arrest Pulse Cardiopulmonary Resuscitation Neural Networks, Computer Electric Impedance
View on PubMed DOI

A Robust Machine Learning Architecture for a Reliable ECG Rhythm Analysis during CPR.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Chest compressions delivered during cardiopulmonary resuscitation (CPR) induce artifacts in the ECG that may make the shock advice algorithms (SAA) of defibrillators inaccurate. There is evidence that methods consisting of adaptive filters that remov...
Cardiopulmonary Resuscitation Defibrillators Electrocardiography Artifacts Humans Out-of-Hospital Cardiac Arrest Algorithms Sensitivity and Specificity Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals