Deep learning to diagnose Hashimoto’s thyroiditis from sonographic images

oleh: Qiang Zhang, Sheng Zhang, Yi Pan, Lin Sun, Jianxin Li, Yu Qiao, Jing Zhao, Xiaoqing Wang, Yixing Feng, Yanhui Zhao, Zhiming Zheng, Xiangming Yang, Lixia Liu, Chunxin Qin, Ke Zhao, Xiaonan Liu, Caixia Li, Liuyang Zhang, Chunrui Yang, Na Zhuo, Hong Zhang, Jie Liu, Jinglei Gao, Xiaoling Di, Fanbo Meng, Linlei Zhang, Yuxuan Wang, Yuansheng Duan, Hongru Shen, Yang Li, Meng Yang, Yichen Yang, Xiaojie Xin, Xi Wei, Xuan Zhou, Rui Jin, Lun Zhang, Xudong Wang, Fengju Song, Xiangqian Zheng, Ming Gao, Kexin Chen, Xiangchun Li

Format: Article
Diterbitkan: Nature Portfolio 2022-06-01

Deskripsi

Hashimoto’s thyroiditis (HT) is the main cause of hypothyroidism. Here the authors develop a deep learning model for diagnosis of HT on a large multi-site dataset including image and video data.