Atrial fibrillation detection based on multi-feature extraction and convolutional neural network for processing ECG signals
Sign Up to like & getrecommendations! Published in 2021 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2021.106009
Abstract: BACKGROUND AND OBJECTIVE The incidence of atrial fibrillation is increasing annually. We develop an automatic detection system, which is of great significance for the early detection and treatment of atrial fibrillation. This can lead to… read more here.
Keywords: atrial fibrillation; detection; fibrillation detection; based multi ... See more keywords
A morphology based deep learning model for atrial fibrillation detection using single cycle electrocardiographic samples.
Sign Up to like & getrecommendations! Published in 2020 at "International journal of cardiology"
DOI: 10.1016/j.ijcard.2020.04.046
Abstract: BACKGROUND Deep learning (DL) has shown promising results in improving atrial fibrillation (AF) detection algorithms. However, these models are often criticized because of their "black box" nature. AIM To develop a morphology based DL model… read more here.
Keywords: atrial fibrillation; fibrillation detection; deep learning; model ... See more keywords
Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"
DOI: 10.1109/jetcas.2018.2818185
Abstract: We have recently found that our previously-developed atrial fibrillation (AF) detection algorithm for smartphones can give false positives when subjects’ fingers or hands move, as we rely on proper finger placement over the smartphone camera… read more here.
Keywords: atrial fibrillation; motion; detection; fibrillation detection ... See more keywords
Abstract 13201: Atrial Fibrillation Detection in Community Ischemic Stroke Patients is Improved With Implantable Cardiac Monitors
Sign Up to like & getrecommendations! Published in 2020 at "Circulation"
DOI: 10.1161/circ.142.suppl_3.13201
Abstract: Introduction: Although implantable cardiac monitors (ICM) improve atrial fibrillation (AF) detection relative to Holters or other extended ambulatory cardiac monitors (EACMs) (e.g., 30-day event mo... read more here.
Keywords: atrial fibrillation; cardiac monitors; fibrillation detection; implantable cardiac ... See more keywords
Atrial Fibrillation Detection and Management in Hypertension
Sign Up to like & getrecommendations! Published in 2022 at "Hypertension"
DOI: 10.1161/hypertensionaha.122.19459
Abstract: Hypertension is prevalent in >70% of atrial fibrillation patients. In turn, hypertensive patients have up to 73% greater likelihood of atrial fibrillation. Current guidelines recommend that a systematic atrial fibrillation screening may be justified in… read more here.
Keywords: hypertension; fibrillation; management; atrial fibrillation ... See more keywords
Prolonged Cardiac Monitoring for Atrial Fibrillation Detection After Stroke
Sign Up to like & getrecommendations! Published in 2022 at "Neurology"
DOI: 10.1212/wnl.0000000000200333
Abstract: Prolonged cardiac monitoring (PCM) is one of the pillars of the diagnostic workup for patients with ischemic stroke. However, the ideal duration of PCM for atrial fibrillation (AF) detection after stroke has not been established.… read more here.
Keywords: detection stroke; prolonged cardiac; monitoring; cardiac monitoring ... See more keywords
Corrigendum: Clinical implications of atrial fibrillatioN detection using wearabLE devices in patients with cryptogenic stroke (CANDLE-AF) trial: Design and rationale
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Cardiovascular Medicine"
DOI: 10.3389/fcvm.2023.1199185
Abstract: [This corrects the article DOI: 10.3389/fcvm.2022.837958.]. read more here.
Keywords: implications atrial; clinical implications; detection using; corrigendum clinical ... See more keywords
A training pipeline of an arrhythmia classifier for atrial fibrillation detection using Photoplethysmography signal
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Physiology"
DOI: 10.3389/fphys.2023.1084837
Abstract: Photoplethysmography (PPG) signal is potentially suitable in atrial fibrillation (AF) detection for its convenience in use and similarity in physiological origin to electrocardiogram (ECG). There are a few preceding studies that have shown the possibility… read more here.
Keywords: pipeline; atrial fibrillation; fibrillation detection; classifier atrial ... See more keywords