Identification of lesion location and discrimination between benign and malignant findings in thyroid ultrasound imaging

Identification of lesion location and discrimination between benign and malignant findings in thyroid ultrasound imaging

Abstract Thyroid nodules are a common thyroid disorder, and ultrasound imaging, as the primary diagnostic tool, is susceptible to variations based on the physician’s experience, leading to misdiagnosis. This paper constructs an end-to-end thyroid nodule detection framework based on YOLOv8, enabling...

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Bibliographic Details
Main Authors: Xu Yang, Hongliang Geng, Xue Wang, Lingxiao Li, Xiaofeng An, Zhibin Cong
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Thyroid nodules
Ultrasound imaging
Lesion classification
YOLOv8
DCN
CPCA mechanism
Online Access:https://doi.org/10.1038/s41598-024-83888-1
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https://doi.org/10.1038/s41598-024-83888-1

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