Fundamentals, recent advances, and future challenges in bioimpedance devices for healthcare applications

D Naranjo-Hernández, J Reina-Tosina… - Journal of …, 2019 - Wiley Online Library
This work develops a thorough review of bioimpedance systems for healthcare applications.
The basis and fundamentals of bioimpedance measurements are described covering issues …

[HTML][HTML] Photoplethysmograhic sensors, potential and limitations: Is it time for regulation? A comprehensive review

F Scardulla, G Cosoli, S Spinsante, A Poli, G Iadarola… - Measurement, 2023 - Elsevier
Healthcare is expected to increasingly shift care out of inpatient settings thanks to wearable
monitoring systems. Photoplethysmography (PPG) is an optical technique already integrated …

Unsupervised representation learning on high-dimensional clinical data improves genomic discovery and prediction

T Yun, J Cosentino, B Behsaz, ZR McCaw, D Hill… - Nature Genetics, 2024 - nature.com
Although high-dimensional clinical data (HDCD) are increasingly available in biobank-scale
datasets, their use for genetic discovery remains challenging. Here we introduce an …

PP-Net: A deep learning framework for PPG-based blood pressure and heart rate estimation

M Panwar, A Gautam, D Biswas… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
This paper presents a deep learning model'PP-Net'which is the first of its kind, having the
capability to estimate the physiological parameters: Diastolic blood pressure (DBP), Systolic …

Assessing hemodynamics from the photoplethysmogram to gain insights into vascular age: a review from VascAgeNet

PH Charlton, B Paliakaitė, K Pilt… - American Journal …, 2022 - journals.physiology.org
The photoplethysmogram (PPG) signal is widely measured by clinical and consumer
devices, and it is emerging as a potential tool for assessing vascular age. The shape and …

A blockchain-based decentralized machine learning framework for collaborative intrusion detection within UAVs

AA Khan, MM Khan, KM Khan, J Arshad, F Ahmad - Computer Networks, 2021 - Elsevier
UAVs have numerous emerging applications in various domains of life. However, it is
extremely challenging to gain the required level of public acceptance of UAVs without …

Diagnostic features and potential applications of PPG signal in healthcare: A systematic review

MA Almarshad, MS Islam, S Al-Ahmadi… - Healthcare, 2022 - mdpi.com
Recent research indicates that Photoplethysmography (PPG) signals carry more information
than oxygen saturation level (SpO2) and can be utilized for affordable, fast, and noninvasive …

[HTML][HTML] A systematic review of machine learning and IoT applied to the prediction and monitoring of cardiovascular diseases

A Cuevas-Chávez, Y Hernandez, J Ortiz-Hernandez… - Healthcare, 2023 - mdpi.com
According to the Pan American Health Organization, cardiovascular disease is the leading
cause of death worldwide, claiming an estimated 17.9 million lives each year. This paper …

Potential applications of mobile and wearable devices for psychological support during the COVID-19 pandemic: A review

K Ueafuea, C Boonnag, T Sudhawiyangkul… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
The coronavirus disease 19 (COVID-19) pandemic that has been raging in 2020 does affect
not only the physical state but also the mental health of the general population, particularly …

A blockchain-enabled framework for mhealth systems

DD Taralunga, BC Florea - Sensors, 2021 - mdpi.com
Presently modern technology makes a significant contribution to the transition from
traditional healthcare to smart healthcare systems. Mobile health (mHealth) uses advances …