Machine learning models for diagnosing lymph node recurrence in postoperative PTC patients: a radiomic analysis

Machine learning models for diagnosing lymph node recurrence in postoperative PTC patients: a radiomic analysis

Abstract Background Postoperative papillary thyroid cancer (PTC) patients often have enlarged cervical lymph nodes due to inflammation or hyperplasia, which complicates the assessment of recurrence or metastasis. This study aimed to explore the diagnostic capabilities of computed tomography (CT) ima...

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Bibliographic Details
Main Authors: Feng Pang, Lijiao Wu, Jianping Qiu, Yu Guo, Liangen Xie, Shimin Zhuang, Mengya Du, Danni Liu, Chenyue Tan, Tianrun Liu
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Cancer
Subjects:
Papillary thyroid Cancer
Cervical lymph node recurrence
Machine learning
CT radiomics
Online Access:https://doi.org/10.1186/s12885-025-14594-y
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