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Deep learning-enabled fully automated pipeline system for segmentation and classification of single-mass breast lesions using contrast-enhanced mammography: a prospective, multicentre studyResearch in context

Summary: Background: Breast cancer is the leading cause of cancer-related deaths in women. However, accurate diagnosis of breast cancer using medical images heavily relies on the experience of radiologists. This study aimed to develop an artificial intelligence model that diagnosed single-mass brea...

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Wedi'i Gadw mewn:
Prif Awduron: Tiantian Zheng, Fan Lin, Xianglin Li, Tongpeng Chu, Jing Gao, Shijie Zhang, Ziyin Li, Yajia Gu, Simin Wang, Feng Zhao, Heng Ma, Haizhu Xie, Cong Xu, Haicheng Zhang, Ning Mao
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Elsevier 2023-04-01
Cyfres:EClinicalMedicine
Pynciau:
Deep learning
Full automated pipeline system
Contrast-enhanced mammography
Breast lesions
Segmentation
Classification
Mynediad Ar-lein:http://www.sciencedirect.com/science/article/pii/S2589537023000901
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