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OMICS and Nuclear Medicine

2025·0 Zitationen·The Egyptian Journal Nuclear MedicineOpen Access
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2025

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Abstract

Omics, in particular,and radiomics are complementary approaches that provide a very comprehensive, multi-layered view of a disease, particularly cancer. By cCombining genetic, molecular, and imaging data with machine learning, they enhances the diagnostic and prognostic capabilities of nuclear medicine, and hence advancesing the field of personalized treatment. Notably, a substantial amount of research has explored the utility of nuclear medicine radiomics in the context of digestive system tumors. It is a very optimistic and promising field of research that maximizes the diagnostic and prognostic yield of existing images. This development is expected to accelerate workflow and enhance the precision of diagnosis and decision support prediction capacity, thus establishing a link between nuclear medical imaging and personalized diagnosis and treatment. The clinical impact of the human genome; the most popular OMICS- suffix carrier includes improved diagnostics for rare and complex diseases, more targeted and personalized treatments, and the development of new therapies like gene therapy. This knowledge allows for better prediction of disease risk, development of new drugs and vaccines, and a deeper understanding of how genetic variations influence health and disease, ultimately revolutionizing medical practice. To translate radiomics into clinical practice, higher publication standards and standardization of workflows are needed.

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Radiomics and Machine Learning in Medical ImagingBiomarkers in Disease MechanismsArtificial Intelligence in Healthcare and Education
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