Prediction of recurrence-free survival and risk factors of sinonasal inverted papilloma after surgery by machine learning models

Prediction of recurrence-free survival and risk factors of sinonasal inverted papilloma after surgery by machine learning models

Abstract Objectives Our research aims to construct machine learning prediction models to identify patients proned to recurrence after inverted papilloma (IP) surgery and guide their follow-up treatment. Methods This study collected 210 patients underwent IP resection surgery at a university hospital...

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Bibliographic Details
Main Authors: Siyu Miao, Yang Cheng, Yaqi Li, Xiaodong Chen, Fuquan Chen, Dingjun Zha, Tao Xue
Format: Article
Language:English
Published: BMC 2024-11-01
Series:European Journal of Medical Research
Subjects:
Inverted papilloma
Machine learning
Prediction model
Recurrence
Online Access:https://doi.org/10.1186/s40001-024-02099-6
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