WDTISeg: One-Stage Interactive Segmentation for Breast Ultrasound Image Using Weighted Distance Transform and Shape-Aware Compound Loss

WDTISeg: One-Stage Interactive Segmentation for Breast Ultrasound Image Using Weighted Distance Transform and Shape-Aware Compound Loss

Accurate tumor segmentation is important for aided diagnosis using breast ultrasound. Interactive segmentation methods can obtain highly accurate results by continuously optimizing the segmentation result via user interactions. However, traditional interactive segmentation methods usually require a...

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Bibliographic Details
Main Authors: Xiaokang Li, Mengyun Qiao, Yi Guo, Jin Zhou, Shichong Zhou, Cai Chang, Yuanyuan Wang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Applied Sciences
Subjects:
interactive image segmentation
breast ultrasound
weighted distance transform
prior knowledge
Online Access:https://www.mdpi.com/2076-3417/11/14/6279

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