Thyroid nodule classification in ultrasound imaging using deep transfer learning

Thyroid nodule classification in ultrasound imaging using deep transfer learning

Abstract Background The accurate diagnosis of thyroid nodules represents a critical and frequently encountered challenge in clinical practice, necessitating enhanced precision in diagnostic methodologies. In this study, we investigate the predictive efficacy of distinguishing between benign and mali...

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Bibliographic Details
Main Authors: Yan Xu, Mingmin Xu, Zhe Geng, Jie Liu, Bin Meng
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Cancer
Subjects:
Machine learning
Deep learning
Transfer learning
Thyroid
Classification
Ultrasound image
Online Access:https://doi.org/10.1186/s12885-025-13917-3
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