Automatic thyroid nodule recognition and diagnosis in ultrasound imaging with the YOLOv2 neural network

BACKGROUND: In this study, images of 2450 benign thyroid nodules and 2557 malignant thyroid nodules were collected and labeled, and an automatic image recognition and diagnosis system was established by deep learning using the YOLOv2 neural network. The performance of the system in the diagnosis of...

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Bibliographic Details
Published in:World J Surg Oncol
Main Authors: Wang, Lei, Yang, Shujian, Yang, Shan, Zhao, Cheng, Tian, Guangye, Gao, Yuxiu, Chen, Yongjian, Lu, Yun
Format: Artigo
Language:Inglês
Published: BioMed Central 2019
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Research
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6325802/
https://ncbi.nlm.nih.gov/pubmed/30621704
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12957-019-1558-z
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