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Claudiu Matei

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#machine learning Preprint Sep 2026

NeuroTS-Net: Multi-Class Semantic Segmentation of Pediatric Brain Tumors in Multi-Modal MRI

NeuroTS-Net is introduced, a three-dimensional encoder-decoder convolutional neural network architecture for multi-class semantic segmentation that incorporates a dual-scale raw-detail stream, adaptive low-resolution context selection, and detail-preserving multipath downsampling that efficiently modeling broader tumor...

Darius Peteleaza, Razvan-Gabriel Dumitru, Bogdan Neamtu et al. · 0 citations

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