Vision Transformer for Brain Tumor Detection Using Hyperspectral Images With Reduced Spectral Bands

Vision Transformer for Brain Tumor Detection Using Hyperspectral Images With Reduced Spectral Bands

Brain tumors, particularly gliomas, pose a significant clinical challenge with rising incidence rates and high mortality. Artificial intelligence combined with Hyperspectral Imaging (HSI) offers promising tools to improve surgical precision and patients’ outcomes. HSI offers unique advant...

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Bibliographic Details
Main Authors: Domenico Ragusa, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Francesco Leporati
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Vision transformer
hyperspectral imaging
glioblastoma detection
hyperparameter optimization
deep learning
medical image analysis
Online Access:https://ieeexplore.ieee.org/document/11077150/
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