A hybrid deep learning framework for real‐time speckle reduction and image enhancement on portable ultrasound systems

Abstract

Speckle patterns in ultrasound images often obscure anatomical details, leading to diagnostic uncertainty. Recently, various deep learning‐based techniques have been introduced to effectively suppress speckle; however, their high computational costs pose challenges for low‐resource devices, such as portable ultrasound systems.