A modular deep learning pipeline for enhanced plane-wave beamforming and B-mode image quality.
Journal:
Medical physics
Published Date:
Aug 1, 2025
Abstract
BACKGROUND: In ultrasound imaging using plane-wave (PW) techniques, image quality and contrast often suffer, especially when examining anechoic structures. Traditional beamforming methods like Delay-and-Sum or coherent PW compounding face limitations in balancing resolution and frame rate, which can result in suboptimal diagnostic accuracy.
