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Automatic detecting multiple bone metastases in breast cancer using deep learning based on low-resolution bone scan images

Abstract Whole-body bone scan (WBS) is usually used as the effective diagnostic method for early-stage and comprehensive bone metastases of breast cancer. WBS images with breast cancer bone metastasis have the characteristics of low resolution, small foreground, and multiple lesions, hindering the w...

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Principais autores: Jialin Shi, Ruolin Zhang, Zongyao Yang, Zhixian Chen, Zhixin Hao, Li Huo, Ji Wu, Qiang Sun, Yali Xu
פורמט: Artigo
שפה:Inglês
יצא לאור: Nature Portfolio 2025-03-01
סדרה:Scientific Reports
נושאים:
Breast cancer
Bone scan
Feature fusion
Low resolution
Multiple bone metastases
גישה מקוונת:https://doi.org/10.1038/s41598-025-92594-5
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