Recent advances in artificial intelligence-assisted ultrasound scanning

R Tenajas, D Miraut, CI Illana, R Alonso-Gonzalez… - Applied Sciences, 2023 - mdpi.com
Ultrasound (US) is a flexible imaging modality used globally as a first-line medical exam
procedure in many different clinical cases. It benefits from the continued evolution of …

Acoustic beamforming algorithms and their applications in environmental noise

G Licitra, F Artuso, M Bernardini, A Moro… - Current Pollution …, 2023 - Springer
Abstract Purpose of Review Rather than broadly investigating the beamforming field, the
present work has the distinctive feature of analyzing the most common algorithms through …

So you think you can DAS? A viewpoint on delay-and-sum beamforming

V Perrot, M Polichetti, F Varray, D Garcia - Ultrasonics, 2021 - Elsevier
Abstract Delay-and-sum (DAS) is the most widespread digital beamformer in high-frame-rate
ultrasound imaging. Its implementation is simple and compatible with real-time applications …

The generalized contrast-to-noise ratio: A formal definition for lesion detectability

A Rodriguez-Molares, OMH Rindal… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
In the last 30 years, the contrast-to-noise ratio (CNR) has been used to estimate the contrast
and lesion detectability in ultrasound images. Recent studies have shown that the CNR …

Deep learning for ultrasound image formation: CUBDL evaluation framework and open datasets

D Hyun, A Wiacek, S Goudarzi… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Deep learning for ultrasound image formation is rapidly garnering research support and
attention, quickly rising as the latest frontier in ultrasound image formation, with much …

Technical considerations in the Verasonics research ultrasound platform for develo** a photoacoustic imaging system

K Kratkiewicz, R Manwar, Y Zhou… - Biomedical Optics …, 2021 - opg.optica.org
Photoacoustic imaging (PAI) is an emerging functional and molecular imaging technology
that has attracted much attention in the past decade. Recently, many researchers have used …

Application of the generalized contrast-to-noise ratio to assess photoacoustic image quality

KM Kempski, MT Graham, MR Gubbi… - Biomedical optics …, 2020 - opg.optica.org
The generalized contrast-to-noise ratio (gCNR) is a relatively new image quality metric
designed to assess the probability of lesion detectability in ultrasound images. Although …

Histogram matching for visual ultrasound image comparison

N Bottenus, BC Byram, D Hyun - IEEE transactions on …, 2020 - ieeexplore.ieee.org
The widespread development of new ultrasound image formation techniques has created a
need for a standardized methodology for comparing the resulting images. Traditional …

CNN-based image reconstruction method for ultrafast ultrasound imaging

D Perdios, M Vonlanthen, F Martinez… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Ultrafast ultrasound (US) revolutionized biomedical imaging with its capability of acquiring
full-view frames at over 1 kHz, unlocking breakthrough modalities such as shear-wave …

Fast 3D super-resolution ultrasound with adaptive weight-based beamforming

J Yan, B Wang, K Riemer… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Objective: Super-resolution ultrasound (SRUS) imaging through localising and tracking
sparse microbubbles has been shown to reveal microvascular structure and flow beyond the …