Ultrasound Image Classification of Thyroid Nodules Based on Deep Learning

Ultrasound Image Classification of Thyroid Nodules Based on Deep Learning

A thyroid nodule, which is defined as abnormal growth of thyroid cells, indicates excessive iodine intake, thyroid degeneration, inflammation, and other diseases. Although thyroid nodules are always non-malignant, the malignancy likelihood of a thyroid nodule grows steadily every year. In order to r...

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Bibliographic Details
Main Authors: Jingya Yang, Xiaoli Shi, Bing Wang, Wenjing Qiu, Geng Tian, Xudong Wang, Peizhen Wang, Jiasheng Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Oncology
Subjects:
thyroid nodule
ultrasound images
deep learning
convolutional neural network
Grad-CAM
feature extraction
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.905955/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2022.905955/full

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