How to measure blood pressure using an arterial catheter: a systematic 5-step approach

B Saugel, K Kouz, AS Meidert, L Schulte-Uentrop… - Critical Care, 2020 - Springer
Arterial blood pressure (BP) is a fundamental cardiovascular variable, is routinely measured
in perioperative and intensive care medicine, and has a significant impact on patient …

[HTML][HTML] Cardiac output estimation using pulse wave analysis—physiology, algorithms, and technologies: a narrative review

B Saugel, K Kouz, TWL Scheeren, G Greiwe… - British journal of …, 2021 - Elsevier
Pulse wave analysis (PWA) allows estimation of cardiac output (CO) based on continuous
analysis of the arterial blood pressure (AP) waveform. We describe the physiology of the AP …

[HTML][HTML] A hybrid neural network for continuous and non-invasive estimation of blood pressure from raw electrocardiogram and photoplethysmogram waveforms

S Baker, W Xiang, I Atkinson - Computer Methods and Programs in …, 2021 - Elsevier
Background and objectives: Continuous and non-invasive blood pressure monitoring would
revolutionize healthcare. Currently, blood pressure (BP) can only be accurately monitored …

NABNet: A Nested Attention-guided BiConvLSTM network for a robust prediction of Blood Pressure components from reconstructed Arterial Blood Pressure waveforms …

S Mahmud, N Ibtehaz, A Khandakar… - … Signal Processing and …, 2023 - Elsevier
Abstract Background and Motivations: Continuous Blood Pressure (BP) monitoring is crucial
for real-time health tracking, especially for people with hypertension and cardiovascular …

Personalized Machine Learning-Coupled Nanopillar Triboelectric Pulse Sensor for Cuffless Blood Pressure Continuous Monitoring

C Yao, T Sun, S Huang, M He, B Liang, Z Shen… - ACS …, 2023 - ACS Publications
A wearable system that can continuously track the fluctuation of blood pressure (BP) based
on pulse signals is highly desirable for the treatments of cardiovascular diseases, yet the …

[HTML][HTML] Deep learning models for the prediction of intraoperative hypotension

S Lee, HC Lee, YS Chu, SW Song, GJ Ahn… - British journal of …, 2021 - Elsevier
Background Intraoperative hypotension is associated with a risk of postoperative organ
dysfunction. In this study, we aimed to present deep learning algorithms for real-time …

Blood pressure sensors: Materials, fabrication methods, performance evaluations and future perspectives

A Al-Qatatsheh, Y Morsi, A Zavabeti, A Zolfagharian… - Sensors, 2020 - mdpi.com
Advancements in materials science and fabrication techniques have contributed to the
significant growing attention to a wide variety of sensors for digital healthcare. While the …

Pulse wave analysis: basic concepts and clinical application in intensive care medicine

KK Thomsen, K Kouz, B Saugel - Current Opinion in Critical Care, 2023 - journals.lww.com
Noninvasive PWA methods are generally not recommended in critically ill patients (who
have arterial catheters anyway). PWA systems can be used to continuously track stroke …

Noninvasive BP monitoring in the critically ill: time to abandon the arterial catheter?

K Lakhal, S Ehrmann, T Boulain - Chest, 2018 - Elsevier
Although its reliability is often questioned, noninvasive BP (NIBP)-monitoring with an
oscillometric arm cuff is widely used, even in critically ill patients in shock. When correctly …

Attention-based residual improved U-Net model for continuous blood pressure monitoring by using photoplethysmography signal

M Yu, Z Huang, Y Zhu, P Zhou, J Zhu - Biomedical Signal Processing and …, 2022 - Elsevier
Blood pressure (BP) is an important clinical indicator for cardiovascular health assessment,
and accurate monitoring of continuous BP is still a challenging task. In this paper, an …