Prediction of Cervical Lymph Node Metastasis in Clinically Node-Negative T1 and T2 Papillary Thyroid Carcinoma Using Supervised Machine Learning Approach

Prediction of Cervical Lymph Node Metastasis in Clinically Node-Negative T1 and T2 Papillary Thyroid Carcinoma Using Supervised Machine Learning Approach

Papillary thyroid carcinoma (PTC) is generally considered an indolent cancer. However, patients with cervical lymph node metastasis (LNM) have a higher risk of local recurrence. This study evaluated and compared four machine learning (ML)-based classifiers to predict the presence of cervical LNM in...

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Bibliographic Details
Main Authors: Marina Popović Krneta, Dragana Šobić Šaranović, Ljiljana Mijatović Teodorović, Nemanja Krajčinović, Nataša Avramović, Živko Bojović, Zoran Bukumirić, Ivan Marković, Saša Rajšić, Biljana Bazić Djorović, Vera Artiko, Mihajlo Karličić, Miljana Tanić
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Journal of Clinical Medicine
Subjects:
papillary thyroid carcinoma
lymph node metastasis
machine learning
Online Access:https://www.mdpi.com/2077-0383/12/11/3641

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https://www.mdpi.com/2077-0383/12/11/3641

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