Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training

Author:

Wang JianORCID,Yang Xin,Jia Xiaohong,Xue Wufeng,Chen Rusi,Chen YanlinORCID,Zhu XiliangORCID,Liu Lian,Cao Yan,Zhou Jianqiao,Ni Dong,Gu Ning

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference58 articles.

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2. SEER Cancer Stat Facts Thyroid Cancer;Bethesda,2018

3. Use of diagnostic imaging studies and associated radiation exposure for patients enrolled in large integrated health care systems, 1996–2010;Smith-Bindman;JAMA,2012

4. Automatic classification of thyroid nodules in ultrasound images using a multi-task attention network guided by clinical knowledge;Deng;Comput. Biol. Med.,2022

5. Classification for thyroid nodule using ViT with contrastive learning in ultrasound images;Sun;Comput. Biol. Med.,2023

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