Special Issue on “Machine Learning-Aided Medical Image Analysis” | Synapse
February 28, 2026Open Access
Special Issue on “Machine Learning-Aided Medical Image Analysis”
Key Points
The aim is to explore how machine learning enhances the analysis of medical images through automation.
Discussion of semi-automated and fully automated computerized approaches.
Analysis of current technologies used for medical image data.
Comparative reviews of different machine learning models.
Improvements in accuracy and efficiency of medical image interpretation.
Easier access and management of medical records and data.
Enhanced diagnostic capabilities leading to better patient outcomes.
Abstract
With the advancement of computers and digitalization, many medical records and data, including medical images, can now be stored and analyzed using semi- or fully automated computerized approaches ...