[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 …

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 …

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 …

A review on deep-learning algorithms for fetal ultrasound-image analysis

MC Fiorentino, FP Villani, M Di Cosmo, E Frontoni… - Medical image …, 2023 - Elsevier
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 …

Machine learning in ultrasound computer‐aided diagnostic systems: a survey

Q Huang, F Zhang, X Li - BioMed research international, 2018 - Wiley Online Library
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 …

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 …

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 …

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 …

[HTML][HTML] Deep learning in medical ultrasound analysis: a review

S Liu, Y Wang, X Yang, B Lei, L Liu, SX Li, D Ni… - Engineering, 2019 - Elsevier
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 …

Deep learning and convolutional neural networks for medical image computing

L Lu, Y Zheng, G Carneiro, L Yang - Advances in computer vision and …, 2017 - Springer
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 …