Semi-automated Systematic Review: Main applications and trends of foundation models

Abstract

This systematic review examines current research topics and applications of foundation models and their relevance to various academic disciplines. To manage and organize a systematic review, we used tools like CADIMA, and for the meta-analysis of selected studies, we relied on the Bibliometrix library in R. Our initial search, following PRISMA methodology, identified 1,161 relevant manuscripts. After carefully analyzing themes and narrowing down our focus, we selected 9 studies that stood out for their relevance to recent applications and developments. This finding points to a strong global interest in this field, with a clear emphasis on applications that benefit people directly. The word cloud shows “Human” as the most prominent term, which tells us that researchers and developers are increasingly focused on using this technology to improve human experiences and address real-world needs. Medical research, in particular,stands out as a rapidly evolving area where this technology is making strides. This suggests exciting potential for healthcare advancements, ranging from personalized treatments to more accurate diagnostics, with an ultimate goal of enhancing patient care and well-being. Overall,these results suggest that the field is shifting toward creating meaningful, practical solutions that can make a difference in people’s lives.

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