Advanced Brain Tumor Segmentation With a Multiscale CNN and Conditional Random Fields

The use of high-precision automatic algorithms for segmenting brain tumors has the potential to improve disease diagnosis, treatment monitoring, and large-scale pathological studies. In this study, we present a novel 9-layer multiscale architecture designed specifically for the semantic segmentation...

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Bibliographic Details
Main Authors: Ala Guennich, Mohamed Othmani, Hela Ltifi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10883974/
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