Predictive Analytics for Thyroid Cancer Recurrence: A Machine Learning Approach

Predictive Analytics for Thyroid Cancer Recurrence: A Machine Learning Approach

Differentiated thyroid cancer (DTC), comprising papillary and follicular thyroid cancers, is the most prevalent type of thyroid malignancy. Accurate prediction of DTC is crucial for improving patient outcomes. Machine learning (ML) offers a promising approach to analyze risk factors and predict canc...

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Bibliographic Details
Main Authors: Elizabeth Clark, Samantha Price, Theresa Lucena, Bailey Haberlein, Abdullah Wahbeh, Raed Seetan
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Knowledge
Subjects:
differentiated thyroid cancer
SMOTE
machine learning
predictive analytics
random forest classifier
Online Access:https://www.mdpi.com/2673-9585/4/4/29
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