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Terahertz (THz) medical imaging, supported by nanotechnology, represents a burgeoning frontier in medical diagnostics and imaging. This innovative approach capitalizes on the unique properties of THz radiation, enabling non-invasive, high-resolution imaging of biological tissues. By incorporating nanoscale materials and devices, THz imaging gains exceptional sensitivity, specificity, and precision. This article provides a concise overview of the potential of THz medical imaging with nanotechnology assistance, outlining its transformative capabilities in the realms of disease detection, early diagnosis, and personalized medicine. Through this review, we explore the interdisciplinary collaboration of THz technology and nanoscale materials, which promises to reshape the future of healthcare by offering unprecedented insights into the human body and its pathologies.