Cancer Research: The Biggest Players in Radiomics

Radiomics, a cutting-edge way to analyze medical images, has taken the medical world by storm since its introduction in 2012. To understand what's hot in cancer radiomics, a recent study looked at the top 100 most-cited articles in this field. The data was pulled from a big database called the Web of Science Core Collection on October 7, 2023. The articles were ranked by how many times they were cited. The study found that these top 100 articles came from 81 different countries. The United States led the pack with 56 articles. Harvard University was the most productive institution, and the journal Radiology had the most citations. The most influential author was Hugo JWL Aerts. These findings show that the U. S. is a major player in radiomics research, but other countries are also making significant contributions. The study also identified two big trends in cancer radiomics: lung cancer and artificial intelligence. These areas are expected to shape the future of cancer radiomics. This makes sense, as lung cancer is a major global health issue, and AI is revolutionizing many fields, including medicine. The study used special tools like Microsoft Excel 2019, R 4. 4. 2, and CiteSpace to analyze the data and create visual maps showing relationships between authors, countries, institutions, and keywords. The study highlights the importance of collaboration in medical research. The top 100 articles came from many different countries and institutions, showing that progress in cancer radiomics is a global effort. The study also shows the power of data analysis in identifying trends and influential players in a field. By looking at citation counts and co-occurrences, the study was able to pinpoint the most impactful research and the areas most likely to shape the future of cancer radiomics. The study also raises some questions. For example, why is the U. S. leading in radiomics research? Is it because of more funding, better technology, or something else? And how can other countries catch up? These are important questions for the future of cancer radiomics. The study also shows the importance of open access to research. The data used in the study was publicly available, allowing anyone to analyze it and draw their own conclusions. This is a key principle of scientific research, and it's encouraging to see it in action.