Identifying sinonasal inverted papilloma by machine learning: a systematic review and meta-analysis

BackgroundSinonasal inverted papilloma (IP) is a benign tumor of the sinonasal mucosa, which may become malignant. Machine learning (ML) has been applied to improve the accuracy in the diagnosis of various diseases, but no studies have evaluated the performance of ML for IP diagnosis. This systemati...

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Bibliographic Details
Main Authors: Xianfei Qin, Jinping Shi, Xiangkun Zhao, Yu Zhang, Xueyan Liu, Li Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Oncology
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Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1628999/full
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