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Open access Oct 2026

Non-invasive preoperative MRI-based deep transfer learning radiomics model for predicting meningioma brain invasion

Current preoperative assessment of meningioma brain invasion (BI) demands imaging analytical frameworks that optimize computational efficiency while capturing multidimensional tumor-pathology correlations. Building upon the inherent advantages of 2.5D MRI in synthesizing multiplanar biological data with manageable...

Dong Yuan, Jia-Jia Zhang, Chao Zhang et al. · 0 citations

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