[PDF][PDF] Ultrasound medical images classification based on deep learning algorithms: a review
FQ Kareem, AM Abdulazeez - Fusion: Practice and Applications, 2021 - academia.edu
With the development of technology and smart devices in the medical field, the computer
system has become an essential part of this development to learn devices in the medical …
system has become an essential part of this development to learn devices in the medical …
An improvement for the automatic classification method for ultrasound images used on CNN
K Avazov, A Abdusalomov, M Mukhiddinov… - … Journal of Wavelets …, 2022 - World Scientific
It is no secret today that quality software has a higher superiority than leading technology
solutions in computer vision. Remarkable advancement has been achieved in ultrasound …
solutions in computer vision. Remarkable advancement has been achieved in ultrasound …
Use of artificial intelligence and deep learning in fetal ultrasound imaging
R Ramirez Zegarra, T Ghi - Ultrasound in Obstetrics & …, 2023 - Wiley Online Library
Deep learning is considered the leading artificial intelligence tool in image analysis in
general. Deep‐learning algorithms excel at image recognition, which makes them valuable …
general. Deep‐learning algorithms excel at image recognition, which makes them valuable …
A review on deep-learning algorithms for fetal ultrasound-image analysis
Deep-learning (DL) algorithms are becoming the standard for processing ultrasound (US)
fetal images. A number of survey papers in the field is today available, but most of them are …
fetal images. A number of survey papers in the field is today available, but most of them are …
Machine learning in ultrasound computer‐aided diagnostic systems: a survey
The ultrasound imaging is one of the most common schemes to detect diseases in the
clinical practice. There are many advantages of ultrasound imaging such as safety …
clinical practice. There are many advantages of ultrasound imaging such as safety …
Classification of first trimester ultrasound images using deep convolutional neural network
R Singh, M Mahmud, L Yovera - … , AII 2021, Nottingham, UK, July 30–31 …, 2021 - Springer
Fetal ultrasound imaging is commonly used in correctly identifying fetal anatomical
structures. This is particularly important in the first-trimester to diagnose any possible fetal …
structures. This is particularly important in the first-trimester to diagnose any possible fetal …
Automated classification of common maternal fetal ultrasound planes using multi-layer perceptron with deep feature integration
TB Krishna, P Kokil - Biomedical Signal Processing and Control, 2023 - Elsevier
Ultrasound is a standard diagnostic tool used during prenatal care to monitor the growth and
development of the fetus. During routine clinical obstetric examinations, fetal ultrasound …
development of the fetus. During routine clinical obstetric examinations, fetal ultrasound …
Detection of ovarian tumors in obstetric ultrasound imaging using logistic regression classifier with an advanced machine learning approach
Z Zhang, Y Han - IEEE Access, 2020 - ieeexplore.ieee.org
This paper addresses the use in different stages of pregnancy of ultrasound imaging and to
examine the tumors diagnosed during lactation or pregnancy. There are recent …
examine the tumors diagnosed during lactation or pregnancy. There are recent …
[HTML][HTML] Deep learning in medical ultrasound analysis: a review
Ultrasound (US) has become one of the most commonly performed imaging modalities in
clinical practice. It is a rapidly evolving technology with certain advantages and with unique …
clinical practice. It is a rapidly evolving technology with certain advantages and with unique …
Deep learning and convolutional neural networks for medical image computing
This book was partially motivated by the recent rapid progress on deep convolutional and
recurrent neural network models and the abundance of important applications in computer …
recurrent neural network models and the abundance of important applications in computer …