Brain Tumor Segmentation Using Generative Adversarial Networks

Brain Tumor Segmentation Using Generative Adversarial Networks

Deep learning has played a vital role in advancing medical research, particularly in brain tumor segmentation. Despite using numerous deep learning algorithms for this purpose, accurately and reliably segmenting brain tumors remains a significant challenge. Segmentation of precise tumors is essentia...

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Bibliographic Details
Main Authors: Abid Ali, Muhammad Sharif, Ch Muhammad Shahzad Faisal, Atif Rizwan, Ghada Atteia, Maali Alabdulhafith
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Deep learning
GAN
auto-encoder
up sampling
down sampling
transfer learning
Online Access:https://ieeexplore.ieee.org/document/10649559/
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