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A Hybrid Approach Based on Deep CNN and Machine Learning Classifiers for the Tumor Segmentation and Classification in Brain MRI

Conventional medical imaging and machine learning techniques are not perfect enough to correctly segment the brain tumor in MRI as the proper identification and segmentation of tumor borders are one of the most important criteria of tumor extraction. The existing approaches are time-consuming, incur...

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Detalles Bibliográficos
Autores principales: Haq, Ejaz Ul, Jianjun, Huang, Huarong, Xu, Li, Kang, Weng, Lifen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400402/
https://www.ncbi.nlm.nih.gov/pubmed/36035291
http://dx.doi.org/10.1155/2022/6446680