Emerging Trends of Artificial Intelligence in Healthcare and Medicine: An Umbrella Review

Emerging Trends of Artificial Intelligence in Healthcare and Medicine: An Umbrella Review | Authorea try { document.documentElement.classList.add('js'); } catch (e) { } var _gaq = _gaq || []; _gaq.push(['_setAccount', 'G-8VDV14Y67G']); _gaq.push(['_trackPageview']); (function() { var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true; ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js'; var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s); })(); Skip to main content Preprints Collections Wiley Open Research IET Open Research Ecological Society of Japan All Collections About About Authorea FAQs Contact Us Quick Search anywhere Search for preprint articles, keywords, etc. Search Search ADVANCED SEARCH SCROLL This is a preprint and has not been peer reviewed. Data may be preliminary. 20 December 2025 V1 Latest version Share on Emerging Trends of Artificial Intelligence in Healthcare and Medicine: An Umbrella Review Authors : Esmaeil Mehraeen 0000-0003-4108-2973 , SeyedAhmad SeyedAlinaghi , AmirBehzad Bagheri , Parvin Nemati , Amir Tabari , Sepide Ahmadi , Zohal Parmoon , … Show All … , Mohammad Saeed Kahrizi , Parisa Matini , Farid Farahani Rad , Mohammad Javad Sadeghi , Zeinab Morshediyekta , Pegah Mirzapour 0000-0003-3533-8469 [email protected] , and Shayesteh Jahanfar Show Fewer Authors Info & Affiliations https://doi.org/10.22541/au.176620689.90883723/v1 185 views 85 downloads Contents Abstract Supplementary Material Information & Authors Metrics & Citations View Options References Figures Tables Media Share Abstract Objective: The current study aims to collect and perform an umbrella review including articles discussing AI’s significant impact on the healthcare field, encompassing progress in diagnostics, treatment, ethical considerations, and practical implementations. Material and Methods: An extensive search was performed on four key online databases: Web of Science, PubMed, Scopus, and Embase. The exploration extended up to Jan/03/2024. Inclusion criteria required articles to be systematic reviews, peer-reviewed, and focused on emerging trends of AI in healthcare and medicine. Studies were excluded if they involved non-human subjects, lacked essential data, were duplicates, or were categorized as narrative or umbrella reviews. Results: The application of AI in healthcare has shown significant clinical benefits, especially during the COVID-19 pandemic. AI technologies have been essential in genomic sequencing and the development of vaccines and therapeutics. AI supports efficient resource allocation through predictive models forecasting disease spread and healthcare demand. It optimizes clinical workflows, enhances the precision of prognostic tools, and enables contactless care, reducing the risk of healthcare workers’ occupational exposure. Conclusion: AI in healthcare, offering significant opportunities to enhance diagnostic accuracy, resource allocation, and personalized care, while also data privacy concerns, validation issues, and resistance to adoption. Supplementary Material File (healthcare.docx) Download 32.36 KB File (supplementary 2.docx) Download 30.12 KB File (supplementary 3.docx) Download 44.73 KB File (supplementary.1.docx) Download 28.69 KB File (title page.docx) Download 15.06 KB Information & Authors Information Version history V1 Version 1 20 December 2025 Copyright This work is licensed under a Non Exclusive No Reuse License. Keywords identification technology learning (artificial intelligence) telemedicine Authors Affiliations Esmaeil Mehraeen 0000-0003-4108-2973 Khalkhal University of Medical Sciences View all articles by this author SeyedAhmad SeyedAlinaghi Tehran University of Medical Sciences View all articles by this author AmirBehzad Bagheri University of Michigan View all articles by this author Parvin Nemati Boushehr University of Medical Sciences View all articles by this author Amir Tabari Islamic Azad University Mashhad Branch View all articles by this author Sepide Ahmadi Tehran University of Medical Sciences View all articles by this author Zohal Parmoon Tehran University of Medical Sciences View all articles by this author Mohammad Saeed Kahrizi Tehran University of Medical Sciences View all articles by this author Parisa Matini Iran University of Medical Sciences View all articles by this author Farid Farahani Rad Tehran University of Medical Sciences View all articles by this author Mohammad Javad Sadeghi Tehran University of Medical Sciences View all articles by this author Zeinab Morshediyekta Boushehr University of Medical Sciences View all articles by this author Pegah Mirzapour 0000-0003-3533-8469 [email protected] Tehran University of Medical Sciences View all articles by this author Shayesteh Jahanfar Tufts University School of Medicine View all articles by this author Metrics & Citations Metrics Article Usage 185 views 85 downloads .FvxKWukQNSOunydq8rnd { width: 100px; } Citations Download citation Esmaeil Mehraeen, SeyedAhmad SeyedAlinaghi, AmirBehzad Bagheri, et al. Emerging Trends of Artificial Intelligence in Healthcare and Medicine: An Umbrella Review. Authorea . 20 December 2025. DOI: https://doi.org/10.22541/au.176620689.90883723/v1 If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download. For more information or tips please see 'Downloading to a citation manager' in the Help menu . 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