Deep Learning-Based MRI Brain Tumor Segmentation With EfficientNet-Enhanced UNet

Deep Learning-Based MRI Brain Tumor Segmentation With EfficientNet-Enhanced UNet

Medical image segmentation plays a critical role in the field of medical image processing. Precisely delineating brain tumor areas from multimodal MRI scans is crucial for clinical diagnosis and predicting patient outcomes. However, challenges arise from similar intensity patterns, varying tumor sha...

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Bibliographic Details
Main Authors: Pradeep Kumar Tiwary, Prashant Johri, Alok Katiyar, Mayur Kumar Chhipa
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Brain tumor
magnetic resonance imaging
deep learning
EfficientNet
encoder
UNet
Online Access:https://ieeexplore.ieee.org/document/10938151/
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https://ieeexplore.ieee.org/document/10938151/

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