An edge-based architecture to support efficient applications for healthcare industry 4.0

P Pace, G Aloi, R Gravina, G Caliciuri… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Edge computing paradigm has attracted many interests in the last few years as a valid
alternative to the standard cloud-based approaches to reduce the interaction timing and the …

[HTML][HTML] PyBioS: A freeware computer software for analysis of cardiovascular signals

LEV Silva, R Fazan Jr, JA Marin-Neto - Computer methods and programs …, 2020 - Elsevier
Abstract Background and Objective Several software applications have been proposed in
the past years as computational tools for assessing biomedical signals. Many of them are …

Ceps: An open access matlab graphical user interface (gui) for the analysis of complexity and entropy in physiological signals

D Mayor, D Panday, HK Kandel, T Steffert, D Banks - Entropy, 2021 - mdpi.com
Background: We developed CEPS as an open access MATLAB® GUI (graphical user
interface) for the analysis of Complexity and Entropy in Physiological Signals (CEPS), and …

Detection of congestive heart failure from short-term heart rate variability segments using hybrid feature selection approach

A Jovic, K Brkic, G Krstacic - Biomedical Signal Processing and Control, 2019 - Elsevier
Objectives The aim of this work is to investigate the accuracy limits of automated detection of
congestive heart failure (CHF) from short-term heart rate variability (HRV) series. Short-term …

Classification of cardiac arrhythmias based on alphabet entropy of heart rate variability time series

A Jovic, F Jovic - Biomedical Signal Processing and Control, 2017 - Elsevier
Background Symbolic dynamics' methods provide a description of time series variability that
allows inference of new predictive markers. Classification of disorders using symbolic …

NLDyn-An open source MATLAB toolbox for the univariate and multivariate nonlinear dynamical analysis of physiological data

M Rostaghi, S Rostaghi, A Humeau-Heurtier… - Computer Methods and …, 2024 - Elsevier
Abstract Background and Objective We present NLDyn, an open-source MATLAB toolbox
tailored for in-depth analysis of nonlinear dynamics in biomedical signals. Our objective is to …

Edge computing-enabled body area networks

G Aloi, G Fortino, R Gravina, P Pace… - 2018 32nd …, 2018 - ieeexplore.ieee.org
Edge computing paradigm has attracted many interests in the last few years as a valid
alternative to the standard Cloud-based approaches to reduce the huge amount of data …

Challenges in designing software architectures for web-based biomedical signal analysis

A Jovic, K Jozic, D Kukolja, K Friganovic… - Medical Big Data and …, 2018 - taylorfrancis.com
In contemporary explorations of biomedical data, there is a strong inclination towards
software platforms offering ubiquitous access and ease of use. Traditional biomedical signal …

Use case diagram based scenarios design for a biomedical time-series analysis web platform

A Jovic, D Kukolja, K Jozic… - 2016 39th International …, 2016 - ieeexplore.ieee.org
Biomedical time-series analysis deals with detection, classification and prediction of
subjects' states and disorders. In this paper, we present requirements and scenarios of use …

MULTISAB project: a web platform based on specialized frameworks for heterogeneous biomedical time series analysis-an architectural overview

K Friganovic, A Jovic, K Jozic, D Kukolja… - … 2017: Proceedings of the …, 2017 - Springer
The aim of this work is to present an architectural overview of a novel web platform used for
heterogeneous biomedical time series analysis. Its architecture is based on three …