Differentiation of Benign and Malignant Thyroid Nodules with ANFIS by Using Genetic Algorithm and Proposing a Novel CAD-Based Risk Stratification System of Thyroid Nodules

Differentiation of Benign and Malignant Thyroid Nodules with ANFIS by Using Genetic Algorithm and Proposing a Novel CAD-Based Risk Stratification System of Thyroid Nodules

The thyroid nodule risk stratification guidelines used in the literature are based on certain well-known sonographic features of nodules and are still subjective since the application of these characteristics strictly depends on the reading physician. These guidelines classify nodules according to t...

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Bibliographic Details
Main Authors: Ahmet Cankat Ozturk, Hilal Haznedar, Bulent Haznedar, Seyfettin Ilgan, Osman Erogul, Adem Kalinli
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Diagnostics
Subjects:
thyroid
thyroid nodule
classification
ANFIS
deep neural network
guideline
Online Access:https://www.mdpi.com/2075-4418/13/4/740

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