… By considering ECGs on two levels and employing DNNs for modelling of cardiac cycles,
this work presents a method for reliable detection of AF from single-lead ECGs. …

… a sensitivity of 1.0 V/g, a single-lead electrocardiogram to provide timing for analysis, a 6db/…
for SCG and ECG signal acquisition and data storage. Single-lead ECG is used as a timing …

… the SCG and ECG recording by a single echocardiographer. Lead I ECG was recorded with
… defined as time lag from the peak of R wave of ECG in each cardiac cycle. The values were …

… recording electrodes are to be placed to obtain all fine points of electric activity of the heart
[1]. It has been detected that the area delivering the most informative signals is located within …

… from Holter recordings intended to classify individual cardiac complexes of sinus origin
according to the value of the preceding RR interval (RR-1). Cardiac complexes with identical HR …

… For the ECG beat type classification, we focus our analysis on single-lead ECG as we
anticipate the greatest gain in applications such as fetal heart rate monitoring and simple …

… : 1 cycle -with its longer ventricular diastolic filling period was followed by a larger pressure
rise in the brachial artery and right ventricle than was the 2: 1 cycle with … 3:1, 2:1, 1: 1 AV ratio. …

… with cardiac abnormalities. In this paper, a novel approach based on deep learning methodology
is proposed for the classification of single-lead electrocardiogram (ECG… (DBN) for ECG …

… relative cardiac quiescence, at end diastole or end systole, or to acquire partial images
throughout the cardiac cycle and average these signals over several heart … for image gating [1–5]. …

… Materials and methods For this study, a single-lead system ECG is used only. Its distinctive
… individual heart cycle phase boundaries are determined at those points of the cardiac signals …