Assessment of non-invasive blood pressure prediction from ppg and rppg signals using deep learning

F Schrumpf, P Frenzel, C Aust, G Osterhoff, M Fuchs - Sensors, 2021 - mdpi.com
Exploiting photoplethysmography signals (PPG) for non-invasive blood pressure (BP)
measurement is interesting for various reasons. First, PPG can easily be measured using …

Hybrid modeling on reconstitution of continuous arterial blood pressure using finger photoplethysmography

W Shi, C Zhou, Y Zhang, K Li, X Ren, H Liu… - … Signal Processing and …, 2023 - Elsevier
The continuous estimation of arterial blood pressure (ABP) waveforms directly from single-
channel photoplethysmography (PPG) signals will predictably change the way to monitor …

Machine learning and deep learning for blood pressure prediction: a methodological review from multiple perspectives

K Qin, W Huang, T Zhang, S Tang - Artificial Intelligence Review, 2023 - Springer
Blood pressure (BP) estimation is one of the most popular and long-standing topics in health-
care monitoring area. The utilization of machine learning (ML) and deep learning (DL) for BP …

Deep generative model with domain adversarial training for predicting arterial blood pressure waveform from photoplethysmogram signal

K Qin, W Huang, T Zhang - Biomedical Signal Processing and Control, 2021 - Elsevier
Abstract Background and Motivations: Continuous blood pressure (BP) monitoring is of
critical importance to health state tracking and disease prevention. However, current …

Assessment of deep learning based blood pressure prediction from PPG and rPPG signals

F Schrumpf, P Frenzel, C Aust… - Proceedings of the …, 2021 - openaccess.thecvf.com
Exploiting photoplethysmography signals (PPG) for non-invasive blood pressure BP)
measurement is interesting for various reasons. First, PPG can easily be measured using …

Non-invasive detection of coronary artery disease from photoplethysmograph using lumped parameter modelling

A Dash, K Jain, N Ghosh, A Patra - Biomedical Signal Processing and …, 2022 - Elsevier
Coronary artery disease (CAD) is one of the fatal diseases among various cardiovascular
diseases (CVDs). Early diagnosis of this cardiac condition is the need of the hour for saving …

Attack on PPG biometrics: Presentation attack by stealth recording and waveform estimation

S Hinatsu, D Suzuki, H Ishizuka… - 2021 43rd Annual …, 2021 - ieeexplore.ieee.org
To develop a photoplethysmogram (PPG)-based authentication system with
countermeasures, we investigate a" presentation attack" against the authentication. The …

Identification of PPG Measurement Sites Toward Countermeasures Against Biometric Presentation Attacks

S Hinatsu, N Matsuda, H Ishizuka, S Ikeda… - IEEE Access, 2022 - ieeexplore.ieee.org
In this study, we propose a countermeasure against a presentation attack on a
photoplethysmogram (PPG)-based biometric authentication system. The countermeasure …

[PDF][PDF] Graphical abstract and Research highlights will be displayed in online search result lists, the online contents list and the online article, but will not appear in the …

The predictive capability of two way-coupled point-particle Euler–Lagrange model in
accurately capturing particle–flow interactions under grid refinement, wherein the particle …

[PDF][PDF] 正当性検証を備えた脈波認証

日夏俊 - (No Title), 2023 - oshiro.bpe.es.osaka-u.ac.jp
It is important to implement countermeasures against various cyber attacks such as identity
spoofing. A typical countermeasure against the spoofing is an authentication such as …