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MANet: a multimodal attention convolutional neural network for brain tumor classification

Abstract Classification of brain tumors is a difficult problem in medical imaging analysis. Over the past few years, various deep learning-based techniques have been employed for detecting and classifying tumors from Computed Tomography (CT) and Magnetic Resonance Imaging (MRI). In this paper, a new...

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Hlavní autoři: Aaluri Seenu, Kiran Kumar Eepuri, B Siva Prasad, K. Ch. Sri Kavya, Sk Hasane Ahammad, Wallaaldin Eltayeb, Mustafa SirElkhatim
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Portfolio 2026-05-01
Edice:Scientific Reports
Témata:
Brain tumor classification
Multimodal attention
Convolutional neural network
Wavelet attention
Edge attention
Texture attention
On-line přístup:https://doi.org/10.1038/s41598-026-52615-3
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