HGG and LGG Brain Tumor Segmentation in Multi-Modal MRI Using Pretrained Convolutional Neural Networks of Amazon Sagemaker

Automatic brain tumor segmentation from multimodal MRI plays a significant role in assisting the diagnosis, treatment, and surgery of glioblastoma and lower glade glioma. In this article, we propose applying several deep learning techniques implemented in AWS SageMaker Frame-work. The different CNN...

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Bibliographic Details
Main Authors: Lefkovits, L. (Author), Lefkovits, S. (Author), Szilágyi, L. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
CNN
MRI
Online Access:View Fulltext in Publisher