Federated Domain Adaptation via Transformer for Multi-Site Alzheimer’s Disease Diagnosis

Author:

Lei Baiying1ORCID,Zhu Yun1ORCID,Liang Enmin1,Yang Peng1ORCID,Chen Shaobin2ORCID,Hu Huoyou3,Xie Haoran4ORCID,Wei Ziyi5,Hao Fei5,Song Xuegang1ORCID,Wang Tianfu1ORCID,Xiao Xiaohua3,Wang Shuqiang6ORCID,Han Hongbin5ORCID

Affiliation:

1. School of Biomedical Engineering, Shenzhen University Medical School, Marshall Laboratory of Biomedical Engineering, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen University, Shenzhen, China

2. Biomedical Engineering, Shenzhen University, Shenzhen, China

3. Department of Geriatrics, The First Affiliated Hospital of Shenzhen University, Shenzhen University Medical School, Shenzhen Second People’s Hospital, Shenzhen University, Shenzhen, China

4. Department of Computing and Decision Sciences, Lingnan University, Tuen Mun, Hong Kong

5. Department of Radiology, Peking University Third Hospital, Beijing Key Laboratory of Magnetic Resonance Imaging Devices and Technology, Institute of Medical Technology, Peking University Health Science Center, Beijing, China

6. Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software

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