Cargando…

Detection of Atrial Fibrillation Using a Ring-Type Wearable Device (CardioTracker) and Deep Learning Analysis of Photoplethysmography Signals: Prospective Observational Proof-of-Concept Study

BACKGROUND: Continuous photoplethysmography (PPG) monitoring with a wearable device may aid the early detection of atrial fibrillation (AF). OBJECTIVE: We aimed to evaluate the diagnostic performance of a ring-type wearable device (CardioTracker, CART), which can detect AF using deep learning analys...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kwon, Soonil, Hong, Joonki, Choi, Eue-Keun, Lee, Byunghwan, Baik, Changhyun, Lee, Euijae, Jeong, Eui-Rim, Koo, Bon-Kwon, Oh, Seil, Yi, Yung
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2020
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7273241/ https://www.ncbi.nlm.nih.gov/pubmed/32348254 http://dx.doi.org/10.2196/16443

Ejemplares similares

Deep Learning Approaches to Detect Atrial Fibrillation Using Photoplethysmographic Signals: Algorithms Development Study
por: Kwon, Soonil, et al.
Publicado: (2019)

The 2023 wearable photoplethysmography roadmap
por: Charlton, Peter H, et al.
Publicado: (2023)

Entrapment of a steerable diagnostic electrophysiologic catheter in the Thebesian valve during radiofrequency catheter ablation for atrial fibrillation
por: Lee, Euijae, et al.
Publicado: (2020)

Wearable Photoplethysmography for Cardiovascular Monitoring: This article summarizes the key literature on wearable photoplethysmography and points to future directions in this field.
Publicado: (2022)

Acute and long‐term efficacy of ablation index‐guided higher power shorter duration ablation in patients with atrial fibrillation: A prospective registry
por: Lee, So‐Ryoung, et al.
Publicado: (2021)

Increased atrial fibrillation risk in Parkinson’s disease: A nationwide population‐based study
por: Han, Seokmoon, et al.
Publicado: (2021)

Advances in Wearable Photoplethysmography Applications in Health Monitoring
por: Nardelli, Mimma, et al.
Publicado: (2023)

Fluctuating renal function and the risk of incident atrial fibrillation: a nationwide population-based study
por: Kwon, Soonil, et al.
Publicado: (2019)

A Paradigm Shift in Risk Prediction in Patients With Atrial Fibrillation
por: Choi, Eue-Keun, et al.
Publicado: (2022)

Coagulation Biomarkers for Predicting Clinical Outcomes Among Patients With Atrial Fibrillation: Piecing Together the Biomarkers
por: Choi, Eue-Keun, et al.
Publicado: (2023)

Validation of Adhesive Single-Lead ECG Device Compared with Holter Monitoring among Non-Atrial Fibrillation Patients
por: Kwon, Soonil, et al.
Publicado: (2021)

Association Between Change in Metabolic Syndrome Status and Risk of Incident Atrial Fibrillation: A Nationwide Population‐Based Study
por: Lee, Seo‐Young, et al.
Publicado: (2021)

Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation
por: Lee, Heejin, et al.
Publicado: (2022)

Machine Learning Prediction for the Recurrence After Electrical Cardioversion of Patients With Persistent Atrial Fibrillation
por: Kwon, Soonil, et al.
Publicado: (2023)

Accuracy of 11 Wearable, Nearable, and Airable Consumer Sleep Trackers: Prospective Multicenter Validation Study
por: Lee, Taeyoung, et al.
Publicado: (2023)

Motion Artifact Reduction in Wearable Photoplethysmography Based on Multi-Channel Sensors with Multiple Wavelengths
por: Lee, Jongshill, et al.
Publicado: (2020)

Dynamic Region of Interest Selection in Remote Photoplethysmography: Proof-of-Concept Study
por: Kiddle, Adam, et al.
Publicado: (2023)

Wearable Systems for Home Monitoring Healthcare: The Photoplethysmography Success Pros and Cons
por: Lanata, Antonio
Publicado: (2022)

Photoplethysmography Enabled Wearable Devices and Stress Detection: A Scoping Review
por: Namvari, Mina, et al.
Publicado: (2022)

Contactless Cardiovascular Assessment by Imaging Photoplethysmography: A Comparison with Wearable Monitoring
por: van Es, Valerie A. A., et al.
Publicado: (2023)

Comparison Between the 24-hour Holter Test and 72-hour Single-Lead Electrocardiogram Monitoring With an Adhesive Patch-Type Device for Atrial Fibrillation Detection: Prospective Cohort Study
por: Kwon, Soonil, et al.
Publicado: (2022)

Evaluation of the Paradoxical Association Between Lipid Levels and Incident Atrial Fibrillation According to Statin Usage: A Nationwide Cohort Study
por: Ahn, Hyo-Jeong, et al.
Publicado: (2023)

Photoplethysmography-Based Distance Estimation for True Wireless Stereo
por: Jeong, Youngwoo, et al.
Publicado: (2023)

Pulse Rate Variability Analysis Using Remote Photoplethysmography Signals
por: Yu, Su-Gyeong, et al.
Publicado: (2021)

Temporal Trends of Emergency Department Visits of Patients with Atrial Fibrillation: A Nationwide Population-Based Study
por: Lee, So-Ryoung, et al.
Publicado: (2020)

Cumulative burden of metabolic syndrome and its components on the risk of atrial fibrillation: a nationwide population-based study
por: Ahn, Hyo-Jeong, et al.
Publicado: (2021)

A review on wearable photoplethysmography sensors and their potential future applications in health care
por: Castaneda, Denisse, et al.
Publicado: (2018)

Acquiring Wearable Photoplethysmography Data in Daily Life: The PPG Diary Pilot Study (†)
por: Charlton, Peter H., et al.
Publicado: (2020)

A deep transfer learning approach for wearable sleep stage classification with photoplethysmography
por: Radha, Mustafa, et al.
Publicado: (2021)

Zero‐fluoroscopy catheter ablation for atrial fibrillation: a transitional period experience
por: Cha, Myung‐Jin, et al.
Publicado: (2020)

Comparison of Wearable Trackers’ Ability to Estimate Sleep
por: Lee, Jung-Min, et al.
Publicado: (2018)

Impact of components of metabolic syndrome on the risk of adverse renal outcomes in patients with atrial fibrillation: a nationwide cohort study
por: Kwon, Soonil, et al.
Publicado: (2023)

High variability in bodyweight is associated with an increased risk of atrial fibrillation in patients with type 2 diabetes mellitus: a nationwide cohort study
por: Lee, Hyun-Jung, et al.
Publicado: (2020)

Experimental Verification of the Possibility of Reducing Photoplethysmography Measurement Time for Stress Index Calculation
por: Lee, Seung-Gun, et al.
Publicado: (2023)

Associations between obesity parameters and the risk of incident atrial fibrillation and ischaemic stroke in the different age groups
por: Ahn, Hyo-Jeong, et al.
Publicado: (2022)

Novel laparoscopic renal denervation immediately reduces atrial fibrillation inducibility: a swine model study
por: Kwon, Soonil, et al.
Publicado: (2023)

Atrial fibrillation monitoring with wrist-worn photoplethysmography-based wearables: State-of-the-art review
por: Eerikäinen, Linda M., et al.
Publicado: (2020)

Face Biometric Spoof Detection Method Using a Remote Photoplethysmography Signal
por: Kim, Seung-Hyun, et al.
Publicado: (2022)

Catheter ablation and thoracoscopic ablation in long persistent atrial fibrillation with large left atrium
por: Park, Chan Soon, et al.
Publicado: (2022)

Heart Rate Variability from Wearable Photoplethysmography Systems: Implications in Sleep Studies at High Altitude
por: Castiglioni, Paolo, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_ehqefqefdjkbpvuk5t3dfpo1ib