Strategic subsampling has become a focal point due to its effectiveness in compressing
data, particularly in the Full Matrix Capture (FMC) approach in ultrasonic imaging. This …

Echocardiography has been a prominent tool for the diagnosis of cardiac disease. However,
these diagnoses can be heavily impeded by poor image quality. Acoustic clutter emerges …

Ultrasound elastography (USE) is a promising tool for tissue characterization as several
diseases result in alterations of tissue structure and composition, which manifest as changes …

Ultrasound imaging has a history of several decades. With its non-invasive, low-cost
advantages, this technology has been widely used in medicine and there have been many …

The digital transformation is fundamentally changing our industries, affecting planning,
execution as well as monitoring of production processes in a wide range of application …

Deep learning (DL) models have emerged as alternative methods to conventional
ultrasound (US) signal processing, offering the potential to mimic signal processing chains …

Color Doppler echocardiography enables visualization of blood flow within the heart.
However, the limited frame rate impedes the quantitative assessment of blood velocity …

Objective Characterization of the optic nerve through measurement of optic nerve diameter
(OND) and optic nerve sheath diameter (ONSD) using transorbital sonography (TOS) has …

Skeletal muscle is a vital organ that promotes human movement and maintains posture.
Accurate assessment of muscle strength is helpful to provide valuable insights for athletes' …

Goal: In this study, we demonstrate that a deep neural network (DNN) can be trained to
reconstruct high-contrast images, resembling those produced by the multistatic Synthetic …