PPG-based automated estimation of blood pressure using patient-specific neural network modeling

A Chakraborty, D Sadhukhan, S Pal… - Journal of Mechanics in …, 2020 - World Scientific
… , a subject-specific BP estimation method based on PPG signal features is proposed for …
Kurylyak Y, Lamonaca F, Grimaldi D, A Neural network-based method for continuous blood

An end-to-end neural network model for blood pressure estimation using ppg signal

C Wang, F Yang, X Yuan, Y Zhang, K Chang… - Artificial Intelligence in …, 2020 - Springer
… With the increasing number of hypertension patients, the monitoring of blood pressure
-to-end approach is proposed to estimate blood pressure from the pulse wave signal. In this …

Blood pressure estimation from PPG signals using convolutional neural networks and Siamese network

O Schlesinger, N Vigderhouse… - … , speech and signal …, 2020 - ieeexplore.ieee.org
… In this paper, we introduce two techniques for estimating diastolic and systolic … techniques
for estimating BP only from PPG using CNNs by representing short windows of PPG signals as …

A robust neural network-based method to estimate arterial blood pressure using photoplethysmography

B Manamperi, C Chitraranjan - 2019 IEEE 19th International …, 2019 - ieeexplore.ieee.org
… (PTT) using PPG and … signals extracted to estimate blood pressure [7, 8]. Therefore, given
the convenience of extraction of PPG signals, the focus has been to estimate blood pressure

A non-invasive continuous cuffless blood pressure estimation using dynamic recurrent neural networks

U Senturk, K Polat, I Yucedag - Applied Acoustics, 2020 - Elsevier
… learning methods [49] in training, and blood pressure is … a continuous cuffless blood pressure
measurement system by using a new method to extract features from ECG and PPG signals

Blood pressure estimation from appropriate and inappropriate PPG signals using A whole-based method

SS Mousavi, M Firouzmand, M Charmi… - Biomedical Signal …, 2019 - Elsevier
… Thus, in this paper, estimating BP using only one PPG signal is intended. … In this paper,
a new approach based on using only the PPG signal is proposed for BP estimation which is …

Generalized deep neural network model for cuffless blood pressure estimation with photoplethysmogram signal only

YC Hsu, YH Li, CC Chang, LN Harfiya - Sensors, 2020 - mdpi.com
… the actual process of estimating the blood pressure using PPG signal … a preprocessing to
enhance the quality of the PPG. The raw … A Neural Network-based method for continuous blood

Cuffless and continuous blood pressure estimation from PPG signals using recurrent neural networks

C El Hajj, PA Kyriacou - … conference of the IEEE engineering in …, 2020 - ieeexplore.ieee.org
… Abstract— This paper proposes cuffless and continuous blood pressure estimation utilising
Photoplethysmography (PPG… A Neural Network-based method for continuous blood pressure

Fully convolutional neural network and PPG signal for arterial blood pressure waveform estimation

Y Zhou, Z Tan, Y Liu, H Cheng - Physiological Measurement, 2023 - iopscience.iop.org
… The core framework of the ABP-Multinet3+ model adopted in this paper, MultiResUNet3+,
is a full-convolutional neural network based on the improved UNet network (Ibtehaz and …

Cuffless blood pressure estimation from electrocardiogram and photoplethysmogram using waveform based ANN-LSTM network

MS Tanveer, MK Hasan - Biomedical Signal Processing and Control, 2019 - Elsevier
… extracted from PPG signals, … calculation, which is the foundation of neural network algorithms.
Thus it is extremely convenient to implement neural network based methods for continuous