Privacy-enhancing digital contact tracing with machine learning for pandemic response: A comprehensive review

CN Hang, YZ Tsai, PD Yu, J Chen, CW Tan - Big Data and Cognitive …, 2023 - mdpi.com
The rapid global spread of the coronavirus disease (COVID-19) has severely impacted daily
life worldwide. As potential solutions, various digital contact tracing (DCT) strategies have …

Comprehensive review of multimodal medical data analysis: Open issues and future research directions

S Shetty, VS Ananthanarayana, A Mahale - Acta Informatica Pragensia, 2022 - ceeol.com
Over the past few decades, the enormous expansion of medical data has led to searching
for ways of data analysis in smart healthcare systems. Acquisition of data from pictures …

A hybrid model with spherical Fuzzy-AHP, PLS-SEM and ANN to predict vaccination intention against COVID-19

PH Nguyen, JF Tsai, MH Lin, YC Hu - Mathematics, 2021 - mdpi.com
This study aims to identify the key factors affecting individuals' behavioral vaccination
intention against COVID-19 in Vietnam through an online questionnaire survey. Differing …

Contagion source detection in epidemic and infodemic outbreaks: Mathematical analysis and network algorithms

CW Tan, PD Yu - Foundations and Trends® in Networking, 2023 - nowpublishers.com
The rapid spread of infectious diseases and online rumors share similarities in terms of their
speed, scale, and patterns of contagion. Although these two phenomena have historically …

Epidemic source detection in contact tracing networks: Epidemic centrality in graphs and message-passing algorithms

PD Yu, CW Tan, HL Fu - IEEE Journal of Selected Topics in …, 2022 - ieeexplore.ieee.org
We study the epidemic source detection problem in contact tracing networks modeled as a
graph-constrained maximum likelihood estimation problem using the susceptible-infected …

Consistent healthcare safety recommendation system for preventing contagious disease infections in human crowds

M Amoon, T Altameem, M Hashem - Sensors, 2023 - mdpi.com
The recent impact of COVID-19, as a contagious disease, led researchers to focus on
designing and fabricating personal healthcare devices and systems. With the help of …

Advanced mobile communication techniques in the fight against the COVID-19 pandemic era and beyond: An overview of 5G/B5G/6G

CF Lin, SH Chang - Sensors, 2023 - mdpi.com
The coronavirus disease 2019 (COVID-19) pandemic has severely affected people's lives
worldwide in an unexpected manner. According to the World Health Organization (WHO) …

Deeptrace: Learning to optimize contact tracing in epidemic networks with graph neural networks

CW Tan, PD Yu, S Chen, HV Poor - arXiv preprint arXiv:2211.00880, 2022 - arxiv.org
The goal of digital contact tracing is to diminish the spread of an epidemic or pandemic by
detecting and mitigating public health emergencies using digital technologies. Since the …

Rapid protocols to support covid-19 clinical diagnosis based on hematological parameters

JC Gomes, VA de Freitas Barbosa… - Research on Biomedical …, 2023 - Springer
Abstract Purpose In December 2019, the Covid-19 pandemic began in the world. To reduce
mortality, in addiction to mass vaccination, it is necessary to massify and accelerate clinical …

Quantitative Analysis of Group for Epidemiology Architectural Approach

D Mathebula - Annals of Data Science, 2024 - Springer
Epidemiology, the aspect of research focusing on disease modelling is date intensive.
Research epidemiologists in different research groups played a key role in developing …