Classification and Diagnosis of Residual Thyroid Tissue in SPECT Images Based on Fine-Tuning Deep Convolutional Neural Network

Classification and Diagnosis of Residual Thyroid Tissue in SPECT Images Based on Fine-Tuning Deep Convolutional Neural Network

Patients with thyroid cancer will take a small dose of 131I after undergoing a total thyroidectomy. Single-photon emission computed tomography (SPECT) is used to diagnose whether thyroid tissue remains in the body. However, it is difficult for human eyes to observe the specificity of SPECT images in...

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Bibliographic Details
Main Authors: Yinxiang Guo, Jianing Xu, Xiangzhi Li, Lin Zheng, Wei Pan, Meiting Qiu, Shuyi Mao, Dongfei Huang, Xiaobo Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Oncology
Subjects:
SPECT image
thyroid cancer
deep learning
fine-tuning
classification diagnosis
overtreatment
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.762643/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2021.762643/full

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