Insole-based systems for health monitoring: Current solutions and research challenges

S Subramaniam, S Majumder, AI Faisal, MJ Deen - Sensors, 2022 - mdpi.com
Wearable health monitoring devices allow for measuring physiological parameters without
restricting individuals' daily activities, providing information that is reflective of an individual's …

A comprehensive survey on ECG signals as new biometric modality for human authentication: Recent advances and future challenges

AN Uwaechia, DA Ramli - IEEE Access, 2021 - ieeexplore.ieee.org
Electrocardiogram (ECG) has extremely discriminative characteristics in the biometric field
and has recently received significant interest as a promising biometric trait. However, ECG …

Deep learning for ECG analysis: Benchmarks and insights from PTB-XL

N Strodthoff, P Wagner, T Schaeffter… - IEEE journal of …, 2020 - ieeexplore.ieee.org
Electrocardiography (ECG) is a very common, non-invasive diagnostic procedure and its
interpretation is increasingly supported by algorithms. The progress in the field of automatic …

Validating measures of electrodermal activity and heart rate variability derived from the empatica E4 utilized in research settings that involve interactive dyadic states

N Milstein, I Gordon - Frontiers in Behavioral Neuroscience, 2020 - frontiersin.org
Portable and wireless devices that collect physiological data are becoming more and more
sought after in clinical and psychophysiological research as technology swiftly advances …

Wearable Organic Electrochemical Transistor Array for Skin‐Surface Electrocardiogram Mapping Above a Human Heart

A Yang, J Song, H Liu, Z Zhao, L Li… - Advanced Functional …, 2023 - Wiley Online Library
Electrocardiogram (ECG) mapping can provide vital information in sports training and
cardiac disease diagnosis. However, most electronic devices for monitoring ECG signals …

2-D localization, angular separation and vital signs monitoring using a SISO FMCW radar for smart long-term health monitoring environments

M Mercuri, G Sacco, R Hornung… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
A single-input and single-output (SISO) frequency-modulated continuous wave (FMCW)
radar architecture is proposed and in vivo demonstrated for remote 2-D localization (range …

Heart rate variability as a biomarker in health and affective disorders: A perspective on neuroimaging studies

JS Mulcahy, DEO Larsson, SN Garfinkel, HD Critchley - Neuroimage, 2019 - Elsevier
The dynamic embodiment of psychological processes is evident in the association of health
outcomes, behavioural traits and psychological functioning with Heart Rate Variability …

Multimodal hierarchical CNN feature fusion for stress detection

R Kuttala, R Subramanian, VRM Oruganti - IEEE Access, 2023 - ieeexplore.ieee.org
Stress is one of the most severe concerns in modern life. High-level stress can create
various diseases or loss of focus and productivity at work. Being under stress prevents …

End-to-end blood pressure prediction via fully convolutional networks

S Baek, J Jang, S Yoon - Ieee Access, 2019 - ieeexplore.ieee.org
Cardiovascular disease is the leading cause of death in the world. It is vital to prevent it by
rapid diagnosis and appropriate management through periodic blood pressure (BP) …

AFibNet: an implementation of atrial fibrillation detection with convolutional neural network

B Tutuko, S Nurmaini, AE Tondas… - BMC Medical Informatics …, 2021 - Springer
Background Generalization model capacity of deep learning (DL) approach for atrial
fibrillation (AF) detection remains lacking. It can be seen from previous researches, the DL …