Precision and Robust Models on Healthcare Institution Federated Learning for Predicting HCC on Portal Venous CT Images

Author:

Hsiao Chiu-Han1ORCID,Lin Frank Yeong-Sung2,Sun Tzu-Lung2,Liao Yen-Yen1ORCID,Wu Chih-Horng3ORCID,Lai Yu-Chun1,Wu Hung-Pei2,Liu Pin-Ruei2,Xiao Bo-Ren2,Chen Chien-Hung4ORCID,Huang Yennun1ORCID

Affiliation:

1. Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan

2. Department of Information Management, National Taiwan University, Taipei, Taiwan

3. Center of Minimal-Invasive Interventional Radiology and Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan

4. Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan

Funder

Academia Sinica and National Science and Technology Council, Taiwan

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

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