This article discusses the impact of information-driven methodologies on medical diagnostics and decision-making, specifically the integration of computer-aided diagnosis and decision support systems. It invites researchers to submit original research articles on topics such as machine learning algorithms in healthcare and AI-driven diagnostic tools, with the goal of advancing our understanding and application of these technologies in healthcare.