Journal of medical ultrasonics (2001)
Differentiation of focal liver lesions in contrast-enhanced ultrasound using a heuristic-guided hybrid machine-learning framework.
Keisuke Nakajima, Naohisa Kamiyama, Katsutoshi Sugimoto, Hiroshi Hashimoto, Takao Itoi
Published: 202610.1007/s10396-025-01598-1
Abstract
PURPOSE: Sonazoid contrast-enhanced ultrasound (CEUS) offers valuable diagnostic information on hepatic lesions, but it is time-consuming. In this study, we investigated a novel composite machine-learning framework that integrates heuristic knowledge…
Preview only. Read the full abstract at the source