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 …

Smartphone accelerometers for the detection of heart rate

F Landreani, EG Caiani - Expert review of medical devices, 2017 - Taylor & Francis
Introduction: Micro-electro-mechanical systems technology, now embedded into
smartphones, potentially allows measuring heart mechanical activity by positioning the …

A real-time approach for heart rate monitoring using a Hilbert transform in seismocardiograms

MJ Tadi, E Lehtonen, T Hurnanen… - Physiological …, 2016 - iopscience.iop.org
Heart rate monitoring helps in assessing the functionality and condition of the cardiovascular
system. We present a new real-time applicable approach for estimating beat-to-beat time …

Performance analysis of gyroscope and accelerometer sensors for seismocardiography-based wearable pre-ejection period estimation

MMH Shandhi, B Semiz, S Hersek… - IEEE journal of …, 2019 - ieeexplore.ieee.org
Objective: Systolic time intervals, such as the pre-ejection period (PEP), are important
parameters for assessing cardiac contractility that can be measured non-invasively using …

Estimation of changes in intracardiac hemodynamics using wearable seismocardiography and machine learning in patients with heart failure: a feasibility study

MMH Shandhi, J Fan, JA Heller… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Objective: Tracking changes in hemodynamic congestion and the consequent proactive
readjustment of treatment has shown efficacy in reducing hospitalizations for patients with …

EHDC: An energy harvesting modeling and profiling platform for body sensor networks

D Fan, LL Ruiz, J Gong, J Lach - IEEE journal of biomedical …, 2017 - ieeexplore.ieee.org
Energy harvesting is a promising solution to the limited battery lifetimes of body sensor
nodes. Self-powered sensor systems capable of quasi-perpetual operation enable the …

A novel physiological features-assisted architecture for rapidly distinguishing health problems from hardware Trojan attacks and errors in medical devices

T Wehbe, VJ Mooney, AQ Javaid… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Malicious Hardware Trojans (HTs) that are inserted during chip manufacturing can corrupt
data which if undetected may cause serious harm in medical devices. This paper presents a …

Comparison of multiple cardiac signal acquisition technologies for heart rate variability analysis

P Charlier, M Cabon, C Herman, F Benouna… - Journal of Clinical …, 2020 - Springer
Heart rate variability analysis is a recognized non-invasive tool that is used to assess
autonomic nervous system regulation in various clinical settings and medical conditions. A …

Securing medical devices against hardware trojan attacks through analog-, digital-, and physiological-based signatures

T Wehbe, VJ Mooney, OT Inan, DC Keezer - Journal of Hardware and …, 2018 - Springer
Corruption of data in embedded and medical devices can cause serious harm if not quickly
detected. In this paper, we emphasize the part of the attack surface which entails inserting …

Cardiac Mechanical Signals

R Casanella, F Khosrow-khavar, S Schmidt… - … and Clinical Applications, 2019 - Springer
Over the past century, extensive research has been conducted on interpretation of vibration
signals created by the heart and their potential use in noninvasive cardiology. Today, new …