Magnetic Resonance Imaging Image-Based Segmentation of Brain Tumor Using the Modified Transfer Learning Method

PURPOSE: The goal of this study was to improve overall brain tumor segmentation (BraTS) accuracy. In this study, a form of convolutional neural network called three-dimensional (3D) U-Net was utilized to segment various tumor regions on brain 3D magnetic resonance imaging images using a transfer lea...

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Detalles Bibliográficos
Autores principales: Singh, Sandeep, Singh, Benoy Kumar, Kumar, Anuj
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9997534/
https://www.ncbi.nlm.nih.gov/pubmed/36908498
http://dx.doi.org/10.4103/jmp.jmp_52_22

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9997534/
https://www.ncbi.nlm.nih.gov/pubmed/36908498
http://dx.doi.org/10.4103/jmp.jmp_52_22

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