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Mostrando ítems 1-10 de 18
Machine Learning Techniques for the Detection of Shockable Rhythms in Automated External Defibrillators
(PLOS, 2016)
Early recognition of ventricular fibrillation (VF) and electrical therapy are key for the survivalof out-of-hospital cardiac arrest (OHCA) patients treated with automated external defibrilla-tors (AED). AED algorithms for ...
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
(2019)
Early defibrillation by an automated external defibrillator (AED) is key for the survival of out-of-hospital cardiac arrest (OHCA) patients. ECG feature extraction and machine learning have been successfully used to detect ...
An Accurate Shock Advise Algorithm for Use During Piston-Driven Chest Compressions
(IEEE, 2018)
Mechanically delivered chest compressions induce artifacts in the ECG that can lead to an incorrect diagnosis of the shock advice algorithms implemented in the defibrillators. This forces the rescuer to stop cardiopulmonary ...
Removing piston-driven mechanical chest compression artefacts from the ECG
(CinC Computing In Cardiology, 2017)
Piston-driven mechanical chest compression (CC) devices induce a quasi-periodic artefact in the ECG, making rhythm diagnosis unreliable. Data from 230 out-of-hospital cardiac arrest (OHCA) patients were collected in which ...
Retinal thickness predicts the risk of cognitive decline in Parkinson's disease
(Wiley, 2021)
Objective: To analyze longitudinal changes of retinal thickness and their predictive value as biomarkers of disease progression in idiopathic Parkinson’s disease (iPD).
Methods: Patients with Lewy body diseases (LBDs) ...
FlexRQC: Model for a Flexible Robot-Driven Quality Control Station
(Elsevier Ltd., 2020)
As the investment on a dedicated quality control stations is not desirable for limited production batches. In general, those systems result in very optimised systems and the lack of flexibility since they are designed for ...
Caracterización de la morfología foveal: parametrización, diferencias de sexo y efectos de la edad
(Congreso Anual de la Sociedad Española de Ingeniería Biomédica CASEIB, 2020)
Frente a los análisis convencionales de grosores de la retina, el análisis morfológico de la fóvea presenta una metodología
alternativa de gran potencial pero poco explorada. En este estudio se implementa un pipeline ...
Spatial characterization of the effect of age and sex on macular layer thicknesses and foveal pit morphology
(PLoS, 2022)
Characterizing the effect of age and sex on macular retinal layer thicknesses and foveal pit morphology is crucial to differentiating between natural and disease-related changes. We applied advanced image analysis techniques ...
Evaluación del potencial de las imágenes OCT maculares para el diagnóstico de la enfermedad de Parkinson
(Universidad de Valladolid, 2022)