Automatic classification of ultrasound thyroids images using vision transformers and generative adversarial networks

Automatic classification of ultrasound thyroids images using vision transformers and generative adversarial networks

Ultrasound has become the main imaging modality for the diagnosis of thyroid nodules. However, opinions issued and decisions taken by doctors are always subjective and depend on the experience of the doctor and his entourage. It is often essential to use a tool to guide doctors during decision-makin...

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Bibliographic Details
Main Authors: Feres JERBI, Noura ABOUDI, Nawres KHLIFA
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Scientific African
Subjects:
Thyroid nodules
Vision transformer
Transfer learning
DCGAN
Convolutional neural network
Support vector machine (SVM)
Online Access:http://www.sciencedirect.com/science/article/pii/S2468227623001357

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http://www.sciencedirect.com/science/article/pii/S2468227623001357

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