Stacking segment-based CNN with SVM for recognition of atrial fibrillation from single-lead ECG recordings

QH Nguyen, BP Nguyen, TB Nguyen, TTT Do… - … Signal Processing and …, 2021 - Elsevier
Background and objective Atrial fibrillation (AF) is the most common form of cardiac rhythm
disorder. Early detection of AF can result in a lower risk of stroke, heart failure, systemic …
被引用次数：66 相关文章

Stacking Segment-based CNN with SVM for Recognition of Atrial Fibrillation from Single-lead ECG Recordings

QH Nguyen, BP Nguyen, TB Nguyen… - Biomedical Signal …, 2021 - research.ed.ac.uk
Methods: We predicted AF from ECG signals by stacking a support vector machine (SVM) on
statistical features of segment-based recognition units produced by a convolutional neural …