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Papers of the Week

Papers: 4 Nov 2023 - 10 Nov 2023


Front Neurosci



Deep learning-driven MRI trigeminal nerve segmentation with SEVB-net.


Zhang C, Li M, Luo Z, Xiao R, Li B, Shi J, Zeng C, Sun B, Xu X, Yang H


Trigeminal neuralgia (TN) poses significant challenges in its diagnosis and treatment due to its extreme pain. Magnetic resonance imaging (MRI) plays a crucial role in diagnosing TN and understanding its pathogenesis. Manual delineation of the trigeminal nerve in volumetric images is time-consuming and subjective. This study introduces a Squeeze and Excitation with BottleNeck V-Net (SEVB-Net), a novel approach for the automatic segmentation of the trigeminal nerve in three-dimensional T2 MRI volumes.