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AI-based automated breast cancer segmentation in ultrasound imaging based on Attention Gated Multi ResU-Net

Breast cancer is a leading cause of death among women worldwide, making early detection and diagnosis critical for effective treatment and improved patient outcomes. Ultrasound imaging is a common diagnostic tool for breast cancer, but interpreting ultrasound images can be challenging due to the com...

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Principais autores: Ting Ding, Kaimai Shi, Zhaoyan Pan, Cheng Ding
Format: Artigo
Sprog:Inglês
Udgivet: PeerJ Inc. 2024-10-01
Serier:PeerJ Computer Science
Fag:
Breast cancer
Deep learning
Ultrasound imaging
Medical image segmentation
Online adgang:https://peerj.com/articles/cs-2226.pdf
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