A Systematic Approach for MRI Brain Tumor Localization and Segmentation Using Deep Learning and Active Contouring

One of the main requirements of tumor extraction is the annotation and segmentation of tumor boundaries correctly. For this purpose, we present a threefold deep learning architecture. First, classifiers are implemented with a deep convolutional neural network (CNN) and second a region-based convolut...

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Detalles Bibliográficos
Autores principales: Gunasekara, Shanaka Ramesh, Kaldera, H. N. T. K., Dissanayake, Maheshi B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7948532/
https://www.ncbi.nlm.nih.gov/pubmed/33777346
http://dx.doi.org/10.1155/2021/6695108

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7948532/
https://www.ncbi.nlm.nih.gov/pubmed/33777346
http://dx.doi.org/10.1155/2021/6695108

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