Background: Telemedical approaches targeting cardiac outpatients try to include electrocardiogram (ECG) analysis. Increasing numbers of monitored patients require automated preanalysis of the ECG to prioritize the evaluation for the clinical professional to enable an efficient intervention.
Methods: ECGs were recorded from 60 patients, both with a standard 12-lead ECG and with a new handheld ECG device having dry electrodes for direct skin contact. Recordings of the handheld device were automatically analyzed by a new algorithm. The 12-lead recordings were evaluated by a blinded cardiologist and then compared to the automated analysis of the handheld ECG. Sensitivity and specificity of the algorithm for the detection of atrial fibrillation (AF) were calculated.
Results: A total of 60 ECG strips having 122 ± 36 beats were registered. One hundred percent of the ECG strips were sufficient for automated heart rate count; 96.6%, for automated AF analysis; and 80%, for PQ, QRS, and QTc time measurements. AF detection had a sensitivity of 92.9% and a specificity of 90.9%. There was no difference in heart rate count between automated and manual analysis (median, 71 vs 70 beats per minute; P = .51). Automated measurements of a summary complex showed no difference for PQ time (165 vs 161 milliseconds, P = .50) but overestimated QRS (119 vs 90 milliseconds, P = .001) and QTc (489 vs 417 milliseconds, P < .001) times as compared to the 12-lead recordings analyzed manually.
Conclusion: The new algorithm is suitable for automated preanalysis of the ECG data with regard to AF. It could be used for rapid selection of ECGs with relevant rhythm abnormalities from a large pool. Electrocardiographic data remain to be evaluated by health care professionals for exact diagnosis.
Download full-text PDF |
Source |
---|---|
http://dx.doi.org/10.1016/j.jelectrocard.2011.01.011 | DOI Listing |
Since treatment with anticoagulants can prevent recurrent strokes, identification of patients at risk for incident AF after stroke is crucial. We aimed to investigate whether the addition of AF polygenic risk scores (PRS) to existing clinical risk predictors could improve prediction of AF after stroke. Patients diagnosed with ischemic stroke at Massachusetts General Hospital between 2003-2017 were included.
View Article and Find Full Text PDFFront Neurol
January 2025
Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Dalian, China.
Objective: To develop and validate an explainable machine learning (ML) model predicting the risk of hemorrhagic transformation (HT) after intravenous thrombolysis.
Methods: We retrospectively enrolled patients who received intravenous tissue plasminogen activator (IV-tPA) thrombolysis within 4.5 h after symptom onset to form the original modeling cohort.
Front Cardiovasc Med
January 2025
Department of Cardiology, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China.
Background: Dextrocardia is a rare congenital condition, affecting approximately 1 in 10,000-12,000 individuals. When combined with atrial fibrillation (AF), it becomes even rarer. "One-stop" surgery, including combined radiofrequency ablation (RFA) and left atrial appendage occlusion (LAAO), has become a common clinical treatment for patients with AF who develop cerebral infarction despite regular oral anticoagulants.
View Article and Find Full Text PDFEur Heart J Case Rep
January 2025
Department of Cardiology, Changhai Hospital, Shanghai 200433, China.
Background: Several studies have demonstrated a notable increase in the incidence of atrial arrhythmias among individuals with atrial septal defect (ASD) occluder. Although the sequential dilation technique has been proposed as the mainstream technique for transseptal puncture with ASD occluder, it is associated with substantial risks and technical difficulties.
Case Summary: We report a patient who underwent catheter ablation for atrial fibrillation and had a large ASD occluder.
J Cardiol Cases
January 2025
Department of Cardiology, The Jikei University School of Medicine, Tokyo, Japan.
Unlabelled: There are some reports of atrial screw-in lead perforation, but the entire lead body is rarely exposed outside the right atrium at an early stage of the procedure. A man in his 80s had undergone catheter ablation for atrial fibrillation (AF) and had recurrent AF and tachycardia-bradycardia syndrome with 8.8 s of sinus arrest, which caused presyncope.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!