A review of deep learning applications in lung ultrasound imaging of COVID-19 patients
The massive and continuous spread of COVID-19 has motivated researchers around the
world to intensely explore, understand, and develop new techniques for diagnosis and …
world to intensely explore, understand, and develop new techniques for diagnosis and …
[HTML][HTML] Aberration correction in diagnostic ultrasound: A review of the prior field and current directions
Medical ultrasound images are reconstructed with simplifying assumptions on wave
propagation, with one of the most prominent assumptions being that the imaging medium is …
propagation, with one of the most prominent assumptions being that the imaging medium is …
A survey on deep learning in medical ultrasound imaging
K Song, J Feng, D Chen - Frontiers in Physics, 2024 - frontiersin.org
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 …
advantages, this technology has been widely used in medicine and there have been many …
Investigating pulse-echo sound speed estimation in breast ultrasound with deep learning
Ultrasound is an adjunct tool to mammography that can quickly and safely aid physicians in
diagnosing breast abnormalities. Clinical ultrasound often assumes a constant sound speed …
diagnosing breast abnormalities. Clinical ultrasound often assumes a constant sound speed …
Artificial intelligence-aided method to detect uterine fibroids in ultrasound images: A retrospective study
T Huo, L Li, X Chen, Z Wang, X Zhang, S Liu… - Scientific Reports, 2023 - nature.com
We explored a new artificial intelligence-assisted method to assist junior ultrasonographers
in improving the diagnostic performance of uterine fibroids and further compared it with …
in improving the diagnostic performance of uterine fibroids and further compared it with …
High-resolution and high-contrast ultrafast ultrasound imaging using coherent plane wave adaptive compounding
Plane-wave imaging (PWI) is an interesting technique for increasing frame rate in medical
ultrasound imaging, but it suffers from poor image quality. To overcome this problem, the …
ultrasound imaging, but it suffers from poor image quality. To overcome this problem, the …
[HTML][HTML] Ultrasound signal processing: from models to deep learning
Medical ultrasound imaging relies heavily on high-quality signal processing to provide
reliable and interpretable image reconstructions. Conventionally, reconstruction algorithms …
reliable and interpretable image reconstructions. Conventionally, reconstruction algorithms …
Machine learning‐based model for predicting the material properties of nanostructured aerogels
Data‐driven modeling in material science rose to prominence in the last decade, and
various supervised and unsupervised machine learning techniques have been employed for …
various supervised and unsupervised machine learning techniques have been employed for …
Inverse problem of ultrasound beamforming with denoising-based regularized solutions
During the past few years, inverse problem formulations of ultrasound beamforming have
attracted growing interest. They usually pose beamforming as a minimization problem of a …
attracted growing interest. They usually pose beamforming as a minimization problem of a …
Ultrasound imaging with a flexible probe based on element array geometry estimation using deep neural network
Conventionally, ultrasound (US) diagnosis is performed using hand-held rigid probes. Such
devices are difficult to be used for long-term monitoring because they need to be …
devices are difficult to be used for long-term monitoring because they need to be …