Flexible sensors and machine learning for heart monitoring

SH Kwon, L Dong - Nano Energy, 2022 - Elsevier
Cardiovascular disease is the leading cause of death worldwide. Continuous heart
monitoring is an effective approach in detecting irregular heartbeats and providing early …

A comprehensive review on seismocardiogram: current advancements on acquisition, annotation, and applications

D Rai, HK Thakkar, SS Rajput, J Santamaria, C Bhatt… - Mathematics, 2021 - mdpi.com
In recent years, cardiovascular diseases are on the rise, and they entail enormous health
burdens on global economies. Cardiac vibrations yield a wide and rich spectrum of essential …

Contactless seismocardiography via deep learning radars

U Ha, S Assana, F Adib - Proceedings of the 26th annual international …, 2020 - dl.acm.org
The seismocardiogram (SCG) is a recording of a human heart's mechanical activity. It
captures fine-grained cardiovascular events such as the opening and closing of heart valves …

Wearable sensors and devices for real-time cardiovascular disease monitoring

J Lin, R Fu, X Zhong, P Yu, G Tan, W Li, H Zhang… - Cell reports physical …, 2021 - cell.com
Cardiovascular disease (CVD) is a major global health problem. Living with diseases like
CVD often requires long-term monitoring, for which flexible and conformable sensors are …

A novel broadband forcecardiography sensor for simultaneous monitoring of respiration, infrasonic cardiac vibrations and heart sounds

E Andreozzi, GD Gargiulo, D Esposito… - Frontiers in …, 2021 - frontiersin.org
The precordial mechanical vibrations generated by cardiac contractions have a rich
frequency spectrum. While the lowest frequencies can be palpated, the higher infrasonic …

Wearable sensors for the monitoring of maternal health—A systematic review

A Alim, MH Imtiaz - Sensors, 2023 - mdpi.com
Maternal health includes health during pregnancy and childbirth. Each stage during
pregnancy should be a positive experience, ensuring that women and their babies reach …

Heart rate variability analysis on electrocardiograms, seismocardiograms and gyrocardiograms on healthy volunteers

S Sieciński, PS Kostka, EJ Tkacz - Sensors, 2020 - mdpi.com
Physiological variation of the interval between consecutive heartbeats is known as the heart
rate variability (HRV). HRV analysis is traditionally performed on electrocardiograms (ECG …

Detection of aortic valve opening and estimation of pre-ejection period in forcecardiography recordings

J Centracchio, E Andreozzi, D Esposito, GD Gargiulo… - Bioengineering, 2022 - mdpi.com
Forcecardiography (FCG) is a novel technique that measures the local forces induced on the
chest wall by the mechanical activity of the heart. Specific piezoresistive or piezoelectric …

Comparison of different methods for estimating cardiac timings: a comprehensive multimodal echocardiography investigation

P Dehkordi, F Khosrow-Khavar, M Di Rienzo… - Frontiers in …, 2019 - frontiersin.org
Cardiac time intervals are important hemodynamic indices and provide information about left
ventricular performance. Phonocardiography (PCG), impedance cardiography (ICG), and …

Chest-worn inertial sensors: A survey of applications and methods

MH Rahmani, R Berkvens, M Weyn - Sensors, 2021 - mdpi.com
Inertial Measurement Units (IMUs) are frequently implemented in wearable devices. Thanks
to advances in signal processing and machine learning, applications of IMUs are not limited …