Trends and hotspots in research on medical images with deep learning: a bibliometric analysis from 2013 to 2023.
Journal:
Frontiers in artificial intelligence
Published Date:
Nov 9, 2023
Abstract
BACKGROUND: With the rapid development of the internet, the improvement of computer capabilities, and the continuous advancement of algorithms, deep learning has developed rapidly in recent years and has been widely applied in many fields. Previous studies have shown that deep learning has an excellent performance in image processing, and deep learning-based medical image processing may help solve the difficulties faced by traditional medical image processing. This technology has attracted the attention of many scholars in the fields of computer science and medicine. This study mainly summarizes the knowledge structure of deep learning-based medical image processing research through bibliometric analysis and explores the research hotspots and possible development trends in this field.
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