Application of an electrocardiography device (iECG) for heart rhythm analysis after exercise in Thoroughbred horses.
Laura C NathG ForbesA D ElliottV TomrenA RyanS H FranklinPublished in: Australian veterinary journal (2021)
AliveCor is a smartphone electrocardiography device (iECG) providing automated heart rate (HR) and rhythm determination. Atrial fibrillation (AF) in horses often is paroxysmal and rapid ECG acquisition is needed for diagnostic confirmation. iECGs were collected post-race from 15 horses with AF and 64 horses in sinus rhythm (SR). Results of manual assessment were compared to 3 commercial algorithms for HR and rhythm. Agreement between manually derived HR (HRM ) and HR derived by the AliveECG Vet (HRVET ) and Kardia version-1 (KV1 HR) and Kardia advanced (KADV HR) algorithms was quantified by the Bland-Altman limits of agreement test. Agreement between manual rhythm classification and KV1 and KADV algorithms for AF and SR was calculated by the Kappa statistical coefficient. The agreement (bias, 95% limits), between HRM and HRVET was 7.1 BPM (-29 to 43) in AF and -4.2 BPM (-38 to 30) in SR, between HRM and KV1 HR, was -0.3 BPM (-31 to 30) in AF and 0.2 BPM (-3 to 4) in SR, and between HRM and KADV HR was 7.0 BPM (-29 to 43) in AF and 0.2 BPM (-3.9 to 4.2) in SR. Agreement between manual rhythm classification and KV1 was 0.36 (0.13-0.59), and KADV was 0.84 (0.68-0.99). Sensitivity and specificity for identification of AF and SR of the KV1 algorithm were 60, 100% and 83, 100%, respectively, and of KADV was 87, 100% and 93, 100% respectively. The Kardia algorithms improved precision for HR determination in SR but not AF. The advanced algorithm accurately distinguished between AF and SR. The iECG is suitable for recording episodes of AF following exercise.
Keyphrases
- atrial fibrillation
- machine learning
- deep learning
- heart rate
- left atrial
- catheter ablation
- oral anticoagulants
- left atrial appendage
- direct oral anticoagulants
- heart failure
- percutaneous coronary intervention
- blood pressure
- magnetic resonance imaging
- physical activity
- high intensity
- immune response
- coronary artery disease
- body composition
- image quality
- mass spectrometry
- inflammatory response
- left ventricular
- venous thromboembolism
- acute coronary syndrome
- simultaneous determination
- bioinformatics analysis
- clinical evaluation
- contrast enhanced