Multiple deep learning models based on MRI images in discriminating glioblastoma from solitary brain metastases: a multicentre study

Abstract Objective Development of a deep learning model for accurate preoperative identification of glioblastoma and solitary brain metastases by combining multi-centre and multi-sequence magnetic resonance images and comparison of the performance of different deep learning models. Methods Clinical...

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Bibliographic Details
Main Authors: Chao Kong, Ding Yan, Kai Liu, Yong Yin, Changsheng Ma
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Medical Imaging
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Online Access:https://doi.org/10.1186/s12880-025-01703-3
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