Development of a Machine Learning-Based Screening Method for Thyroid Nodules Classification by Solving the Imbalance Challenge in Thyroid Nodules Data

Background: This study aims to show the impact of imbalanced data and the typical evaluation methods in developing and misleading assessments of machine learning-based models for preoperative thyroid nodules screening. Study design: A retrospective study. Methods: The ultrasonography features for 43...

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Detalles Bibliográficos
Autores principales: Khodabandelu, Sajad, Ghaemian, Naser, Khafri, Soraya, Ezoji, Mehdi, Khaleghi, Sara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hamadan University of Medical Sciences 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422153/
https://www.ncbi.nlm.nih.gov/pubmed/36511373
http://dx.doi.org/10.34172/jrhs.2022.90

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422153/
https://www.ncbi.nlm.nih.gov/pubmed/36511373
http://dx.doi.org/10.34172/jrhs.2022.90

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