An innovative big data framework for exploring the impact on decision-making in the European Mediterranean healthcare sector

M El Samad, S El Nemar, G Sakka… - EuroMed Journal of …, 2022 - emerald.com
Purpose The purpose of this paper is to propose a new conceptual framework for big data
analytics (BDA) in the healthcare sector for the European Mediterranean region. The …

Data-driven decision making for modelling covid-19 and its implications: A cross-country study

G Sariyer, SK Mangla, Y Kazancoglu, V Jain… - … Forecasting and Social …, 2023 - Elsevier
Grounded in big data analytics capabilities, this study aims to model the COVID-19 spread
globally by considering various factors such as demographic, cultural, health system …

Questioning the seasonality of SARS-COV-2: a Fourier spectral analysis

R Cappi, L Casini, D Tosi, M Roccetti - BMJ open, 2022 - bmjopen.bmj.com
Objectives To investigate the hypothesis of a seasonal periodicity, driven by climate, in the
contagion resurgence of COVID-19 in the period February 2020–December 2021. Design …

Big data research in fighting COVID-19: Contributions and techniques

D Riswantini, E Nugraheni, A Arisal… - Big Data and Cognitive …, 2021 - mdpi.com
The COVID-19 pandemic has induced many problems in various sectors of human life. After
more than one year of the pandemic, many studies have been conducted to discover various …

An online time-to-event dashboard comparing the effective control of COVID-19 among continents using the inflection point on an ogive curve: observational study

KW Lee, TW Chien, YT Yeh, W Chou, HY Wang - Medicine, 2021 - journals.lww.com
Background: During the COVID-19 pandemic, one of the frequently asked questions is
which countries (or continents) are severely hit. Aside from using the number of confirmed …

Drawing a parallel between the trend of confirmed COVID-19 deaths in the winters of 2022/2023 and 2023/2024 in Italy, with a prediction

M Roccetti - Mathematical Biosciences and Engineering, 2024 - cris.unibo.it
We studied the weekly number and the growth/decline rates of COVID-19 deaths of the
period from October 31, 2022, to February 9, 2023, in Italy. We found that the COVID-19 …

How schools affected the covid-19 pandemic in Italy: Data analysis for Lombardy region, Campania region, and Emilia region

D Tosi, AS Campi - Future Internet, 2021 - mdpi.com
Background: Coronavirus Disease 2019 (COVID-19) is the main discussed topic worldwide
in 2020 and at the beginning of the Italian epidemic, scientists tried to understand the virus …

Understanding the geographical spread of COVID-19 in relation with goods regional routes and governmental Decrees: the Lombardy region case study

D Tosi, M Chiappa - SN Computer Science, 2021 - Springer
In this paper, a preliminary data analytics study on the spread of COVID-19 in Italy and
Lombardy Region is reported to understand how the COVID-19 spread from a geographical …

Effectiveness of Health Communication Technology on Compliance Disposition of Covid-19 Guidelines

Q Bui, E Moriuchi - … of the Association for Information Systems, 2023 - aisel.aisnet.org
Recent research has mostly examined the role of health communication technology (HCT) in
patient empowerment and in producing patient-focused outcomes. This study examines …

[HTML][HTML] Evaluation of Inflammatory Cellular Model by Advanced Bioanalytic and Artificial Intelligence Analyses of Lipids: Lipidomic Landscape of Inflammaging

G Aiello, D Tosi, G Aldini, M Carini, A D'Amato - Cosmetics, 2024 - mdpi.com
Lipids are emerging as important potential targets for the early diagnosis and prognosis of
several inflammatory diseases. Studying the lipid profiles is important for understanding …