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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Detalles Bibliográficos
Autores principales: Dang, Khiet, Vo, Toi, Ngo, Lua, Ha, Huong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Research Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9795279/
https://www.ncbi.nlm.nih.gov/pubmed/36590099
http://dx.doi.org/10.1016/j.ibneur.2022.10.014

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9795279/
https://www.ncbi.nlm.nih.gov/pubmed/36590099
http://dx.doi.org/10.1016/j.ibneur.2022.10.014

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