Deep Learning in Medical Ultrasound Image Analysis: A Review
Ultrasound (US) is one of the most widely used imaging modalities in medical diagnosis. It has the advantages of real-time, low cost, noninvasive nature, and easy to operate. However, it also has the unique disadvantages of strong artifacts and noise and high dependence on the experience of doctors....
Main Authors: | Yu Wang, Xinke Ge, He Ma, Shouliang Qi, Guanjing Zhang, Yudong Yao |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2021-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/9395635/ |
Similar Items
-
Medical Ultrasound Image Segmentation With Deep Learning Models
by: Chuantao Wang, et al.
Published: (2023-01-01) -
Towards Clinical Application of Artificial Intelligence in Ultrasound Imaging
by: Masaaki Komatsu, et al.
Published: (2021-06-01) -
Dual-Intended Deep Learning Model for Breast Cancer Diagnosis in Ultrasound Imaging
by: Nicolle Vigil, et al.
Published: (2022-05-01) -
Ultrasound Image Generation and Modality Conversion Based on Deep Learning
by: Shujun Xia, MD, Jianqiao Zhou, MD
Published: (2023-06-01) -
Classification of Breast Cancer Ultrasound Images with Deep Learning-Based Models
by: Fatih Uysal, et al.
Published: (2022-12-01)