Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment

Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment

Authors of this article:

Haeyun Lee^{1, 2} ;   Young Jun Chai³ ;   Hyunjin Joo^{1, 4} ;   Kyungsu Lee^{1, 2} ;   Jae Youn Hwang² ;   Seok-Mo Kim⁵ ;   Kwangsoon Kim⁶ ;   Inn-Chul Nam⁷ ;   June Young Choi⁸ ;   Hyeong Won Yu⁸ ;   Myung-Chul Lee⁹ ;   Hiroo Masuoka¹⁰ ;   Akira Miyauchi¹⁰ ;   Kyu Eun Lee^{1, 11} ;   Sungwan Kim^{1, 4, 12} ;   Hyoun-Joong Kong^{1, 4, 13}