Detecting Premature Ventricular Contraction in Children with Deep Learning
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Shanghai Jiaotong University (Science)"
DOI: 10.1007/s12204-018-1911-3
Abstract: Premature ventricular contractions (PVCs) are abnormal heart beats that indicate potential heart diseases. Diagnosis of PVCs is made by physicians examining long recordings of electrocardiogram (ECG), which is onerous and time-consuming. In this study, deep… read more here.
Keywords: premature ventricular; deep learning; contraction children; detecting premature ... See more keywords
Automated detection of premature ventricular contraction based on the improved gated recurrent unit network
Sign Up to like & getrecommendations! Published in 2021 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2021.106284
Abstract: BACKGROUND AND OBJECTIVE Premature ventricular contraction (PVC) is the common arrhythmia disease, affecting thousands of individuals worldwide. However, the traditional PVC detection is cumbersome by visually inspecting electrocardiogram (ECG) signals. METHODS In this work, we… read more here.
Keywords: gated recurrent; network; premature ventricular; improved gated ... See more keywords
Persistent Proarrhythmic Neural Remodeling Despite Recovery From Premature Ventricular Contraction-Induced Cardiomyopathy.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the American College of Cardiology"
DOI: 10.1016/j.jacc.2019.10.046
Abstract: BACKGROUND The presence and significance of neural remodeling in premature ventricular contraction-induced cardiomyopathy (PVC-CM) remain unknown. OBJECTIVES This study aimed to characterize cardiac sympathovagal balance and proarrhythmia in a canine model of PVC-CM. METHODS In… read more here.
Keywords: contraction induced; premature ventricular; neural remodeling; induced cardiomyopathy ... See more keywords
Early ventricular contraction in children with primary hypertension relates to left ventricular mass.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Hypertension"
DOI: 10.1097/hjh.0000000000002699
Abstract: AIMS In hypertensive adults, first-phase ejection fraction (EF1), a measure of early ventricular contraction is reduced and associated with prolonged systolic contraction and diastolic dysfunction. Whether this is true in children with primary hypertension is… read more here.
Keywords: children primary; hypertension; ventricular contraction; contraction ... See more keywords
Isolated prepotential preceding a presumed idiopathic premature ventricular contraction originating from the aortomitral continuity
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Cardiovascular Electrophysiology"
DOI: 10.1111/jce.14262
Abstract: A 67-year-old man underwent catheter ablation of an idiopathic premature ventricular contraction (PVC) with a right bundle branch block and right inferior axis QRS morphology. During the PVC, activation mapping was performed in the aortic… read more here.
Keywords: isolated prepotential; premature ventricular; ventricular contraction; idiopathic premature ... See more keywords
Premature Ventricular Contraction Recognition Based on a Deep Learning Approach
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Healthcare Engineering"
DOI: 10.1155/2022/1450723
Abstract: Electrocardiogram signal (ECG) is considered a significant biological signal employed to diagnose heart diseases. An ECG signal allows the demonstration of the cyclical contraction and relaxation of human heart muscles. This signal is a primary… read more here.
Keywords: premature ventricular; contraction; recognition based; ventricular contraction ... See more keywords
An Automatic Premature Ventricular Contraction Recognition System Based on Imbalanced Dataset and Pre-Trained Residual Network Using Transfer Learning on ECG Signal
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics13010087
Abstract: The development of automatic monitoring and diagnosis systems for cardiac patients over the internet has been facilitated by recent advancements in wearable sensor devices from electrocardiographs (ECGs), which need the use of patient-specific approaches. Premature… read more here.
Keywords: network; premature ventricular; transfer learning; ventricular contraction ... See more keywords