Detection of Atrial Fibrillation Using a Ring-Type Wearable Device (CardioTracker) and Deep Learning Analysis of Photoplethysmography Signals: Prospective Observational Proof-of-Concept Study.
Soonil KwonJoonki HongEue-Keun ChoiByunghwan LeeChanghyun BaikEuijae LeeEui-Rim JeongBon-Kwon KooSeil OhYung YiPublished in: Journal of medical Internet research (2020)
ClinicalTrials.gov NCT04023188; https://clinicaltrials.gov/ct2/show/NCT04023188.
Keyphrases
- deep learning
- heart rate
- atrial fibrillation
- image quality
- computed tomography
- dual energy
- oral anticoagulants
- loop mediated isothermal amplification
- catheter ablation
- left atrial
- contrast enhanced
- left atrial appendage
- heart failure
- convolutional neural network
- label free
- real time pcr
- artificial intelligence
- direct oral anticoagulants
- machine learning
- blood pressure
- cross sectional
- positron emission tomography
- magnetic resonance imaging
- left ventricular