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

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 Framework. The different CNN a...

Full description

Bibliographic Details
Main Authors: Szidónia Lefkovits, László Lefkovits, László Szilágyi
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
brain tumor segmentation
MRI
deep learning
CNN
AWS Sagemaker
Online Access:https://www.mdpi.com/2076-3417/12/7/3620

Internet

https://www.mdpi.com/2076-3417/12/7/3620

Similar Items