Enhancing Lesion Segmentation in Ultrasound Images: The Impact of Targeted Data Augmentation Strategies

Automated lesion segmentation in ultrasound (US) images based on deep learning (DL) approaches plays a crucial role in disease diagnosis and treatment. However, the successful implementation of these approaches is conditioned by large-scale and diverse annotated datasets whose obtention is tedious a...

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Bibliographic Details
Main Authors: Xu Wang, Patrice Monkam, Bonan Zhao, Shouliang Qi, He Ma, Long Huang, Wei Qian
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:International Journal of Biomedical Imaging
Online Access:http://dx.doi.org/10.1155/ijbi/3309822
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