Application of artificial intelligence for resilient and sustainable healthcare system: Systematic literature review and future research directions

LP Vishwakarma, RK Singh, R Mishra… - International Journal of …, 2025 - Taylor & Francis
Recent years have witnessed increased pressure across the global healthcare system
during the COVID-19 pandemic. The COVID-19 pandemic shattered existing healthcare …

A survey on COVID-19 data analysis using AI, IoT, and social media

MJ Butt, AK Malik, N Qamar, S Yar, AJ Malik, U Rauf - Sensors, 2023 - mdpi.com
Coronaviruses are a well-established and deadly group of viruses that cause illness in both
humans and animals. The novel type of this virus group, named COVID-19, was firstly …

Applying an improved stacking ensemble model to predict the mortality of ICU patients with heart failure

CC Chiu, CM Wu, TN Chien, LJ Kao, C Li… - Journal of Clinical …, 2022 - mdpi.com
Cardiovascular diseases have been identified as one of the top three causes of death
worldwide, with onset and deaths mostly due to heart failure (HF). In ICU, where patients …

Computational intelligence-based model for mortality rate prediction in COVID-19 patients

IU Khan, N Aslam, M Aljabri, SS Aljameel… - International journal of …, 2021 - mdpi.com
The COVID-19 outbreak is currently one of the biggest challenges facing countries around
the world. Millions of people have lost their lives due to COVID-19. Therefore, the accurate …

The medical and societal impact of big data analytics and artificial intelligence applications in combating pandemics: A review focused on Covid-19

P Galetsi, K Katsaliaki, S Kumar - Social Science & Medicine, 2022 - Elsevier
With Covid-19 impacting communities in different ways, research has increasingly turned to
big data analytics (BDA) and artificial intelligence (AI) tools to track and monitor the virus's …

[HTML][HTML] Strengthening capacities of multidisciplinary professionals to apply data science in public health: Experience of an international graduate diploma program in …

A Gutiérrez-Aguado, WH Curioso, JC Machicao… - International Journal of …, 2023 - Elsevier
Nowadays it is necessary to strengthen health information systems and data-based
solutions. However, there are few training programs in the country to use tools and methods …

[PDF][PDF] A narrative review of innovative responses during the COVID-19 pandemic in 2020

TC Wu, CTB Ho - International Journal of Public Health, 2022 - ssph-journal.org
Objectives: The coronavirus disease 2019 (COVID-19) pandemic presented unprecedented
challenges to healthcare systems worldwide. While existing studies on innovation have …

[HTML][HTML] The application of artificial intelligence in health care resource allocation before and during the COVID-19 pandemic: sco** review

H Wu, X Lu, H Wang - Jmir Ai, 2023 - ai.jmir.org
Background: Imbalanced health care resource distribution has been central to unequal
health outcomes and political tension around the world. Artificial intelligence (AI) has …

COVID-19 and beyond: leveraging artificial intelligence for enhanced outbreak control

F Farhat, SS Sohail, MT Alam, S Ubaid… - Frontiers in Artificial …, 2023 - frontiersin.org
COVID-19 has brought significant changes to our political, social, and technological
landscape. This paper explores the emergence and global spread of the disease and …

Implementation of smart devices in health crisis scenarios: risks and opportunities

R Losada Maestre, R Sánchez Medero - Frontiers in Political Science, 2024 - frontiersin.org
The scarcity of healthcare resources, particularly during crises, is a reality. AI can help
alleviate this deficiency. Tasks such as triage, diagnosis, or determining a patient's life …