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This article discusses the integration of digital radiology and AI-driven radiomics in healthcare, specifically in the field of precision medicine. It explores the potential of AI in tasks such as image classification, object localization, clinical decision support, and workflow improvement. The authors seek to promote the use of AI in radiology and engage experts and researchers in this endeavor.