Machine learning first response to COVID-19: A systematic literature review of clinical decision assistance approaches during pandemic years from 2020 to 2022

G Badiola-Zabala, JM Lopez-Guede, J Estevez… - Electronics, 2024 - mdpi.com
Background: The declaration of the COVID-19 pandemic triggered global efforts to control
and manage the virus impact. Scientists and researchers have been strongly involved in …

Biomedical data analytics for better patient outcomes

A Ghofrani, H Taherdoost - Drug Discovery Today, 2024 - Elsevier
Medical professionals today have access to immense amounts of data, which enables them
to make decisions that enhance patient care and treatment efficacy. This innovative strategy …

[HTML][HTML] The association of combinations of social factors and SARs-CoV-2 infection: A retrospective population-based cohort study in Ontario, 2020–2021

S Persaud, M Fitzgerald, S Hawken, P Tanuseputro… - Dialogues in Health, 2024 - Elsevier
Objective The COVID-19 pandemic highlighted and exacerbated health inequities
worldwide. While several studies have examined the impact of individual social factors on …

[HTML][HTML] A systematic review and meta-analysis of the factors associating the willingness of Chinese community residents to receive COVID-19 vaccine

B Xu, Y Zhu - Annals of Palliative Medicine, 2022 - apm.amegroups.org
Background: Amid the coronavirus disease of 2019 (COVID-19) pandemic, China's
vaccination campaign is progressing in an orderly manner. In the process of vaccination, the …

Big data and AI for gender equality in health: bias is a big challenge

A Joshi - Frontiers in Big Data, 2024 - frontiersin.org
Artificial intelligence and machine learning are rapidly evolving fields that have the potential
to transform women's health by improving diagnostic accuracy, personalizing treatment …

Machine-learning algorithm for predicting fatty liver disease in a Taiwanese population

YY Chen, CY Lin, HH Yen, PY Su, YH Zeng… - Journal of Personalized …, 2022 - mdpi.com
The rising incidence of fatty liver disease (FLD) poses a health challenge, and is expected to
be the leading global cause of liver-related morbidity and mortality in the near future. Early …

Understanding the progress of COVID-19 transmission in a rural district: a social network approach

J Mansor, N Safian, FA Razak, H Ismail, MH Ghazali… - PeerJ, 2024 - peerj.com
Background Social interactions within and between communities influenced the spread of
COVID-19. By using social network analysis (SNA), we aimed to understand the effect of …

Factors associated with SARS-CoV-2 positivity in patients treated at the Lambayeque regional hospital, Peru during a pandemic period

MJ Valladares-Garrido, A Alvarez-Risco… - Sustainability, 2022 - mdpi.com
The aim of this study was to provide additional data on mortality from COVID-19 with
particular attention to the factors associated with the positivity of patients admitted to the …

The SIMI Gender '5 Ws' Rule for the integration of sex and gender-related variables in clinical studies towards internal medicine equitable research

V Raparelli, F Santilli, AM Marra, GF Romiti… - Internal and Emergency …, 2022 - Springer
Biological sex and sociocultural gender matter when it comes to health and diseases. They
have been both proposed as the undeniable gateways towards a personalized approach in …

Re-Infection of COVID-19 at Dr. Moewardi General Hospital, Surakarta, from March 2020 to June 2021

J Aphridasari - Indonesian Journal of Medicine, 2023 - theijmed.com
Background: COVID-19 reinfection has been identified and is being studied. Several risk
factors, including being a health worker and having A blood type, are linked to reinfection …