… For the task of blood pressure estimation from raw waveforms, we propose a hybridised
deep neural network that combines temporal convolutional layers with long short-term memory (…

… ECG waves may overlap each other in time, making unambiguous measurements impossible,
even in the multiple-lead ECG. The human handles this problem by scanning the raw …

… Recently, the use of ECG monitors has proliferated; however, they are not enabled with BP
… estimation using only electrocardiogram (ECG) signals. Methods: Raw ECG data are filtered …

… 1b, the acquired raw ECG signal is pre-processed by a … The raw PPG signal is processed
by a Butterworth filter with … resolution as ECG. In Fig. 2, an example of the filtered single-arm-…

… model for estimating systolic blood pressure (SBP) measured … The intra-arterial blood pressure
was used as a reference. … features and instead work on the raw PPG waveform. However, …

… electrocardiogram (ECG) and auscultatory blood pressure (… pertaining to classification of
the ECG and Korotkoff signals are … 2 shows a sample ECG signal in its raw form and the de-…

… to blood pressure versus (A) SBP and (B) DBP. DBP, diastolic blood pressure; SBP, systolic
blood pressure… The raw data supporting the conclusions of this article will be made available …

… The acquired raw PPG signal was then pre-processed by a Chebyshev II … from the raw PPG
signal which in turn increases the signal quality index (SQI) (Liang et al. 2018). The raw ECG …

… Therefore, we firstly perform raw heartbeat identification from the ECG signal. Secondly, the
PPG signal is highly distorted in the wide orange rectangles due to deliberately introduced …

… Unlike other studies based on manual recognition of PWV features, by utilizing the advantage
of deep learning which automatically extracts features, raw ECG and PPG signals are …