Automatic detection of optic canal fractures and recognition and segmentation of anatomical structures in the orbital apex based on artificial intelligence

Background and objectivesTraumatic optic neuropathy (TON) caused by optic canal fractures (OCF) can result in severe visual impairment, even blindness. Timely and accurate diagnosis and treatment are crucial for preserving visual function. However, diagnosing OCF can be challenging for inexperienced...

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Bibliographic Details

Published in:	Frontiers in Cell and Developmental Biology
Main Authors:	Yu-Lin Li, Yu-Hao Li, Mu-Yang Wei, Guang-Yu Li
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-05-01
Subjects:	optic canal fractures CT enhanced orbital CT deep learning AI YOLOv7
Online Access:	https://www.frontiersin.org/articles/10.3389/fcell.2025.1609028/full