20250152972. Digital Modul (Virginia Commonwealth University)

DIGITAL MODULATED RADIOGRAPHY

Abstract: digital modulated radiography improves radiographic image quality in the overall image and in sub-areas by enhancing image contrast in 2d/3d space. devices and processes include a software-based approach using artificial intelligence (ai) to achieve energy modulation without the need for multiple exposures. by employing machine learning (ml) models, specifically generative adversarial networks (gans), images are translated between different energy domains, enhancing image contrast and potentially reducing radiation dose.

Inventor(s): Siyong Kim, Richard Wargo

CPC Classification: A61N5/1049 (X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy ( takes precedence))

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