Automated Segmentation of Brain Tumor MRI Images Using Deep Learning

Automated Segmentation of Brain Tumor MRI Images Using Deep Learning

Segmenting brain tumors automatically using MR data is crucial for disease investigation and monitoring. Due to the aggressive nature and diversity of gliomas, well-organized and exact segmentation methods are used to classify tumors intra-tumorally. The proposed technique uses a Gray Level Co-occur...

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Bibliographic Details
Main Authors: Surendran Rajendran, Suresh Kumar Rajagopal, Tamilvizhi Thanarajan, K. Shankar, Sachin Kumar, Najah M. Alsubaie, Mohamad Khairi Ishak, Samih M. Mostafa
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Brain tumor
medical imaging
segmentation
three dimensional CNN
U-Net
Online Access:https://ieeexplore.ieee.org/document/10156786/

Internet

https://ieeexplore.ieee.org/document/10156786/

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