A hybrid deep learning scheme for MRI-based preliminary multiclassification diagnosis of primary brain tumors
Zhichao Wang,
Chuchu He,
Yan Hu
et al.
Abstract:ObjectivesThe diagnosis and treatment of brain tumors have greatly benefited from extensive research in traditional radiomics, leading to improved efficiency for clinicians. With the rapid development of cutting-edge technologies, especially deep learning, further improvements in accuracy and automation are expected. In this study, we explored a hybrid deep learning scheme that integrates several advanced techniques to achieve reliable diagnosis of primary brain tumors with enhanced classification performance … Show more
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