Nature Communications (Feb 2023)
Virtual elastography ultrasound via generative adversarial network for breast cancer diagnosis
- Zhao Yao,
- Ting Luo,
- YiJie Dong,
- XiaoHong Jia,
- YinHui Deng,
- GuoQing Wu,
- Ying Zhu,
- JingWen Zhang,
- Juan Liu,
- LiChun Yang,
- XiaoMao Luo,
- ZhiYao Li,
- YanJun Xu,
- Bin Hu,
- YunXia Huang,
- Cai Chang,
- JinFeng Xu,
- Hui Luo,
- FaJin Dong,
- XiaoNa Xia,
- ChengRong Wu,
- WenJia Hu,
- Gang Wu,
- QiaoYing Li,
- Qin Chen,
- WanYue Deng,
- QiongChao Jiang,
- YongLin Mou,
- HuanNan Yan,
- XiaoJing Xu,
- HongJu Yan,
- Ping Zhou,
- Yang Shao,
- LiGang Cui,
- Ping He,
- LinXue Qian,
- JinPing Liu,
- LiYing Shi,
- YaNan Zhao,
- YongYuan Xu,
- WeiWei Zhan,
- YuanYuan Wang,
- JinHua Yu,
- JianQiao Zhou
Affiliations
- Zhao Yao
- School of Information Science and Technology, Fudan University
- Ting Luo
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine
- YiJie Dong
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine
- XiaoHong Jia
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine
- YinHui Deng
- School of Information Science and Technology, Fudan University
- GuoQing Wu
- School of Information Science and Technology, Fudan University
- Ying Zhu
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine
- JingWen Zhang
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine
- Juan Liu
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine
- LiChun Yang
- Department of Medical Ultrasound, Yunnan Cancer Hospital & The Third Affiliated Hospital of Kunming Medical University
- XiaoMao Luo
- Department of Medical Ultrasound, Yunnan Cancer Hospital & The Third Affiliated Hospital of Kunming Medical University
- ZhiYao Li
- Department of Medical Ultrasound, Yunnan Cancer Hospital & The Third Affiliated Hospital of Kunming Medical University
- YanJun Xu
- Department of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai Institute of Ultrasound in Medicine
- Bin Hu
- Department of Ultrasound, Minhang Hospital, Fudan University
- YunXia Huang
- Department of Ultrasonography, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University
- Cai Chang
- Department of Ultrasonography, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University
- JinFeng Xu
- Department of Ultrasound, Shenzhen People’s Hospital
- Hui Luo
- Department of Ultrasound, Shenzhen People’s Hospital
- FaJin Dong
- Department of Ultrasound, Shenzhen People’s Hospital
- XiaoNa Xia
- Department of Ultrasound Medicine, The First Affiliated Hospital of Xi’an Jiaotong University
- ChengRong Wu
- Department of Ultrasound Medicine, The First Affiliated Hospital of Xi’an Jiaotong University
- WenJia Hu
- Department of Ultrasound, People’s Hospital of Henan Province
- Gang Wu
- Department of Ultrasound, People’s Hospital of Henan Province
- QiaoYing Li
- Department of Ultrasound Diseases, Tangdu Hospital, Four Military Medical University
- Qin Chen
- Department of Ultrasound, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China
- WanYue Deng
- Department of Ultrasound, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China
- QiongChao Jiang
- Department of Ultrasound, Sun Yat-sen Memorial Hospital, Sun Yat-sen University
- YongLin Mou
- Department of Ultrasound, General Hospital of Northern Theater Command
- HuanNan Yan
- Department of Ultrasound, General Hospital of Northern Theater Command
- XiaoJing Xu
- Department of Ultrasound, Affiliated Hangzhou First people’s Hospital, Zhejiang University School of Medicine
- HongJu Yan
- Department of Ultrasound, Affiliated Hangzhou First people’s Hospital, Zhejiang University School of Medicine
- Ping Zhou
- Department of Ultrasound, The Third Xiangya Hospital of Central South University
- Yang Shao
- Department of Ultrasound, The Third Xiangya Hospital of Central South University
- LiGang Cui
- Department of Ultrasound, Peking University Third Hospital
- Ping He
- Department of Ultrasound, Peking University Third Hospital
- LinXue Qian
- Department of Ultrasound, Beijing Friendship Hospital, Capital Medical University
- JinPing Liu
- Department of Ultrasound, Beijing Friendship Hospital, Capital Medical University
- LiYing Shi
- Department of Ultrasound, Affiliated Hospital of Guizhou Medical University
- YaNan Zhao
- Department of Ultrasound, Second Affiliated Hospital of Zhejiang University, School of Medicine
- YongYuan Xu
- Department of Ultrasound, Second Affiliated Hospital of Zhejiang University, School of Medicine
- WeiWei Zhan
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine
- YuanYuan Wang
- School of Information Science and Technology, Fudan University
- JinHua Yu
- School of Information Science and Technology, Fudan University
- JianQiao Zhou
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine
- DOI
- https://doi.org/10.1038/s41467-023-36102-1
- Journal volume & issue
-
Vol. 14,
no. 1
pp. 1 – 12
Abstract
The current use of elastography ultrasound faces challenges, including vulnerability to subjective manipulation, echo signal attenuation, unknown risks of elastic pressure and high imaging hardware cost. Here, the author shows a virtual elastography to empower low-end ultrasound devices with state-of-art elastography function.
