Diagnosis of trigeminal neuralgia based on plain skull radiography using convolutional neural network

Diagnosis of trigeminal neuralgia based on plain skull radiography using convolutional neural network

Abstract This study aimed to determine whether trigeminal neuralgia can be diagnosed using convolutional neural networks (CNNs) based on plain X-ray skull images. A labeled dataset of 166 skull images from patients aged over 16 years with trigeminal neuralgia was compiled, alongside a control datase...

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Main Authors: Jung Ho Han, So Young Ji, Myeongju Kim, Ji Eyon Kwon, Jin Byeong Park, Ho Kang, Kihwan Hwang, Chae-Yong Kim, Tackeun Kim, Han-Gil Jeong, Young Hwan Ahn, Hyun-Tai Chung
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Trigeminal neuralgia
Deep learning
Convolutional neural networks
Skull X-ray
Online Access:https://doi.org/10.1038/s41598-025-03254-7
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