Synthetic Breast Ultrasound Images: A Study to Overcome Medical Data Sharing Barriers

The vast potential of medical big data to enhance healthcare outcomes remains underutilized due to privacy concerns, which restrict cross-center data sharing and the construction of diverse, large-scale datasets. To address this challenge, we developed a deep generative model aimed at synthesizing m...

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Bibliographic Details
Main Authors: JiaLe Xu, Qing Hua, XiaoHong Jia, YuHang Zheng, Qiao Hu, BaoYan Bai, Juan Miao, LiSha Zhu, MeiXiang Zhang, RuoLin Tao, YuHeng Li, Ting Luo, Jun Xie, XueBin Zheng, PengChen Gu, FengYuan Xing, Chuan He, YanYan Song, YiJie Dong, ShuJun Xia, JianQiao Zhou
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2024-01-01
Series:Research
Online Access:https://spj.science.org/doi/10.34133/research.0532