MCE: Medical Cognition Embedded in 3D MRI feature extraction for advancing glioma staging
Han Xue,
Huimin Lu,
Yilong Wang
et al.
Abstract:In recent years, various data-driven algorithms have been applied to the classification and staging of brain glioma MRI detection. However, the restricted availability of brain glioma MRI data in purely data-driven deep learning algorithms has presented challenges in extracting high-quality features and capturing their complex patterns. Moreover, the analysis methods designed for 2D data necessitate the selection of ideal tumor image slices, which does not align with practical clinical scenarios. Our research … Show more
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