Deep Learning-Based Medical Ultrasound Image and Video Segmentation Methods: Overview, Frontiers, and Challenges

Deep Learning-Based Medical Ultrasound Image and Video Segmentation Methods: Overview, Frontiers, and Challenges

The intricate imaging structures, artifacts, and noise present in ultrasound images and videos pose significant challenges for accurate segmentation. Deep learning has recently emerged as a prominent field, playing a crucial role in medical image processing. This paper reviews ultrasound image and v...

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Bibliographic Details
Main Authors: Xiaolong Xiao, Jianfeng Zhang, Yuan Shao, Jialong Liu, Kaibing Shi, Chunlei He, Dexing Kong
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
deep learning
ultrasound image
datasets
segmentation
ultrasound video
review
Online Access:https://www.mdpi.com/1424-8220/25/8/2361
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