Deep learning for differential diagnosis of parotid tumors based on 2.5D magnetic resonance imaging

Deep learning for differential diagnosis of parotid tumors based on 2.5D magnetic resonance imaging

Purpose Accurate preoperative diagnosis of parotid gland tumors (PGTs) is crucial for surgical planning since malignant tumors require more extensive excision. Though fine-needle aspiration biopsy is the diagnostic gold standard, its sensitivity in detecting malignancies is limited. While Deep learn...

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Bibliographic Details
Main Authors: Wenfeng Mai, Xiaole Fan, Lingtao Zhang, Jian Li, Liting Chen, Xiaoyu Hua, Dong Zhang, Hengguo Li, Minxiang Cai, Changzheng Shi, Xiangning Liu
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Annals of Medicine
Subjects:
Magnetic resonance imaging
parotid tumors
deep learning
2.5D imaging
Online Access:https://www.tandfonline.com/doi/10.1080/07853890.2025.2520401
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