A deep learning framework integrating MRI image preprocessing methods for brain tumor segmentation and classification

Glioma grading is critical in treatment planning and prognosis. This study aims to address this issue through MRI-based classification to develop an accurate model for glioma diagnosis. Here, we employed a deep learning pipeline with three essential steps: (1) MRI images were segmented using preproc...

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Bibliographic Details
Main Authors: Khiet Dang, Toi Vo, Lua Ngo, Huong Ha
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:IBRO Neuroscience Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667242122000884