Cuffless blood pressure estimation from PPG signals and its derivatives using deep learning models

A review of machine learning techniques in photoplethysmography for the non-invasive cuff-less measurement of blood pressure

(2020) C. El-Hajj et al.   Biomedical Signal Processing and Control

End-To-End Deep Learning Architecture for Continuous Blood Pressure Estimation Using Attention Mechanism

(2020) Heesang Eom et al.   SENSORS

Genetic Deep Convolutional Autoencoder Applied for Generative Continuous Arterial Blood Pressure via Photoplethysmography

(2020) Muammar Sadrawi et al.   SENSORS

Real-Time Cuffless Continuous Blood Pressure Estimation Using Deep Learning Model

(2020) Yung-Hui Li et al.   SENSORS

Deep learning models for cuffless blood pressure monitoring from PPG signals using attention mechanism

(2020) C El-Hajj et al.   Biomedical Signal Processing and Control

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

(2019) Md. Sayed Tanveer et al.   Biomedical Signal Processing and Control

Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network

(2019) Gašper Slapničar et al.   SENSORS

Blood Pressure Estimation Using Photoplethysmography Only: Comparison between Different Machine Learning Approaches

(2018) Syed Ghufran Khalid et al.   Journal of Healthcare Engineering

Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring

(2017) Mohammad Kachuee et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Novel Continuous Blood Pressure Estimation Approach Based on Data Mining Techniques

(2017) Fen Miao et al.   IEEE Journal of Biomedical and Health Informatics

Pulse Transit Time Based Continuous Cuffless Blood Pressure Estimation: A New Extension and A Comprehensive Evaluation

(2017) Xiaorong Ding et al.   Scientific Reports

Hypertension, Blood Pressure Variability, and Target Organ Lesion

(2016) Maria-Cláudia Irigoyen et al.   CURRENT HYPERTENSION REPORTS

Optical blood pressure estimation with photoplethysmography and FFT-based neural networks

(2016) Xiaoman Xing et al.   Biomedical Optics Express

Toward Ubiquitous Blood Pressure Monitoring via Pulse Transit Time: Theory and Practice

(2015) Ramakrishna Mukkamala et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A review of methods for non-invasive and continuous blood pressure monitoring: Pulse transit time method is promising?

(2014) L. Peter et al.   IRBM

Continuous blood pressure measurement by using the pulse transit time: comparison to a cuff-based method

(2011) Heiko Gesche et al.   EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY

Detecting Novel Associations in Large Data Sets

(2011) D. N. Reshef et al.   SCIENCE

An Evaluation of the Cuffless Blood Pressure Estimation Based on Pulse Transit Time Technique: a Half Year Study on Normotensive Subjects

(2009) Mico Yee-Man Wong et al.   Cardiovascular engineering (Dordrecht, Netherlands)

Masked hypertension: a systematic review

(2009) Guillaume Bobrie et al.   JOURNAL OF HYPERTENSION