Enhanced Segmentation of Glioma Subregions via Modality-Aware Encoding and Channel-Wise Attention in Multimodal MRI

Enhanced Segmentation of Glioma Subregions via Modality-Aware Encoding and Channel-Wise Attention in Multimodal MRI

Accurate segmentation of key tumor subregions in adult gliomas from Magnetic Resonance Imaging (MRI) is of critical importance for brain tumor diagnosis, treatment planning, and prognosis. However, this task remains poorly investigated and highly challenging due to the considerable variability in sh...

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Bibliographic Details
Main Authors: Annachiara Cariola, Elena Sibilano, Antonio Brunetti, Domenico Buongiorno, Andrea Guerriero, Vitoantonio Bevilacqua
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
glioma segmentation
multimodal MRI
multi-encoder architecture
channel-wise attention
Online Access:https://www.mdpi.com/2076-3417/15/14/8061
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