Using Convolutional Neural Networks for segmentation of brain tumors

Using Convolutional Neural Networks for segmentation of brain tumors

This paper presents a brain tumor segmentation system for MRI images using Convolutional Neural Networks (CNNs). The goal is to assist in automated medical analysis by providing accurate segmentations of tumor areas to support diagnosis and treatment planning. The CNN model was trained on MRI image...

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Bibliographic Details
Main Authors: Kauã Gabriel Silva de Lima, Vagner Alves Ferreira da Silva, João Victor Oliveira da Silva, Lucas Patrick Ramos de Oliveira, Diogo Lopes da Silva
Format: Article
Language:English
Published: Universidade Federal de Pernambuco (UFPE) 2024-12-01
Series:Socioeconomic Analytics
Subjects:
Machine Learning
Neural Networks
healthcare
tumors
Online Access:https://periodicos.ufpe.br/revistas/index.php/SECAN/article/view/265072
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https://periodicos.ufpe.br/revistas/index.php/SECAN/article/view/265072

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