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Social Sciences › Business, Management and Accounting › Industrial relations
The role of artificial intelligence in healthcare: a structured literature review
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Conflicts of Interest
Identified Weaknesses
Rating Explanation
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Paper Summary
Paperzilla title
AI in Healthcare: A Bibliometric Deep Dive into the Buzzword Jungle!
The study found that research on AI in healthcare is a rapidly growing, multidisciplinary field, with key themes including health services management, predictive medicine, patient data and diagnostics, and clinical decision-making. It highlights the importance of data quality for decision-making and acknowledges the need for further research into the ethical and practical implications of AI in healthcare, including cost-benefit analysis and skill development for medical professionals.
Possible Conflicts of Interest
None identified
Identified Weaknesses
Limited Database Coverage
The analysis is limited by relying solely on the Scopus database, potentially excluding relevant research from other databases like PubMed, IEEE, or Web of Science, especially those focused on the health aspects of AI.
Broad Search Terms
The search terms used ("Artificial Intelligence" OR "AI" AND "Healthcare") are broad and may capture irrelevant studies or miss those using more specific terminology, leading to an incomplete picture of the field.
Nascent Field of Study
The study acknowledges its focus on a relatively new research area, making the findings susceptible to change as new research emerges and potentially rendering the current analysis outdated quickly.
Subjectivity in Theme Selection
Despite using bibliometric analysis to reduce subjectivity, the inherent selection of recurring themes might introduce bias and lead to different results if other significant areas were emphasized.
Rating Explanation
This structured literature review offers valuable insights into the multidisciplinary field of AI in healthcare. It systematically analyzes publications, identifies key themes, and highlights potential research avenues. While the study has some limitations regarding database coverage and search term breadth, its rigorous methodology and comprehensive approach provide a strong foundation for understanding the current state and future directions of AI in healthcare.
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File Information
Original Title:
The role of artificial intelligence in healthcare: a structured literature review
File Name:
s12911-021-01488-9.pdf
[download]
File Size:
3.01 MB
Uploaded:
July 14, 2025 at 11:09 AM
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