Photoplethysmogram analysis and applications: an integrative review
Beyond its use in a clinical environment, photoplethysmogram (PPG) is increasingly used for
measuring the physiological state of an individual in daily life. This review aims to examine …
measuring the physiological state of an individual in daily life. This review aims to examine …
Emerging sensing and modeling technologies for wearable and cuffless blood pressure monitoring
Cardiovascular diseases (CVDs) are a leading cause of death worldwide. For early
diagnosis, intervention and management of CVDs, it is highly desirable to frequently monitor …
diagnosis, intervention and management of CVDs, it is highly desirable to frequently monitor …
Cuffless blood pressure estimation from PPG signals and its derivatives using deep learning models
C El-Hajj, PA Kyriacou - Biomedical Signal Processing and Control, 2021 - Elsevier
Blood pressure (BP) is a direct indicator for hypertension, therefore, continuous and non-
invasive BP monitoring is essential for reducing future health complications. Most non …
invasive BP monitoring is essential for reducing future health complications. Most non …
MLP-BP: A novel framework for cuffless blood pressure measurement with PPG and ECG signals based on MLP-Mixer neural networks
High blood pressure (BP) is a major source of death worldwide as it slows down the flow of
blood and oxygen, and leads to various chronic diseases such as chest pain (angina), heart …
blood and oxygen, and leads to various chronic diseases such as chest pain (angina), heart …
Photoplethysmography signal processing and synthesis
This chapter presents the fundamental signal processing techniques used to analyze the
PPG signal. The chapter starts by providing an overview of the PPG signal, covering its …
PPG signal. The chapter starts by providing an overview of the PPG signal, covering its …
Monitoring and analysis of cardiovascular pulse waveforms using flexible capacitive and piezoresistive pressure sensors and machine learning perspective
The growing interest in flexible electronics for physiological monitoring, particularly using
flexible pressure sensors for cardiovascular pulse waveforms monitoring, has potential …
flexible pressure sensors for cardiovascular pulse waveforms monitoring, has potential …
KD-informer: A cuff-less continuous blood pressure waveform estimation approach based on single photoplethysmography
C Ma, P Zhang, F Song, Y Sun, G Fan… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Ambulatory blood pressure (BP) monitoring plays a critical role in the early prevention and
diagnosis of cardiovascular diseases. However, cuff-based inflatable devices cannot be …
diagnosis of cardiovascular diseases. However, cuff-based inflatable devices cannot be …
A benchmark study of machine learning for analysis of signal feature extraction techniques for blood pressure estimation using photoplethysmography (PPG)
Cardiovascular related diseases are the most significant health concern around the globe.
The most crucial health indicator is blood pressure because it gives essential information …
The most crucial health indicator is blood pressure because it gives essential information …
Swarm intelligence empowered three-stage ensemble deep learning for arm volume measurement in patients with lymphedema
Arm lymphedema is mostly a side effect of the breast cancer surgery and radiation therapy,
which may happen after the cancer treatment. Arm volume in patients with lymphedema …
which may happen after the cancer treatment. Arm volume in patients with lymphedema …
Photoplethysmography-based blood pressure estimation combining filter-wrapper collaborated feature selection with LASSO-LSTM model
D Wang, X Yang, X Liu, L Ma, L Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Objective: Currently, BP measurement devices are mainly cuff-based which are not portable
or convenient for users. To simplify the measurement of BP, this article proposed a new …
or convenient for users. To simplify the measurement of BP, this article proposed a new …