Deep learning has been extensively applied to medical image segmentation, resulting in
significant advancements in the field of deep neural networks for medical image …

Purpose To identify factors predictive of serious ocular injury requiring urgent consultation
by ophthalmology in patients presenting with blunt trauma orbital fractures. Methods This is …

Introduction The incidence of ocular injury associated with maxillofacial trauma remains
poorly defined, with reported rates ranging from 0.8% to 92%. Our study aims to more …

Orbital blowout fracture (OBF) is a disease that can result in herniation of orbital soft tissue,
enophthalmos, and even severe visual dysfunction. Given the complex and diverse types of …

Background: Orbital wall fractures are often associated with concomitant ocular injury. In
some cases, detection and treatment of such injuries requires ophthalmology evaluation …

Purpose Orbital wall segmentation is critical for orbital measurement and reconstruction.
However, the orbital floor and medial wall are made up of thin walls (TW) with low gradient …

We present clinical and imaging predictors of ocular injuries that required medical
management versus surgical intervention in cases of orbital fractures. From 2014 to 2020, a …

Purpose To determine risk factors for substantial closed-globe injuries in orbital fractures
(SCGI) and to develop the best multivariate model for the prediction of SCGI. Methods A …

Purpose Ocular emergencies require immediate intervention to prevent rapid vision loss or
functional impairment. The aim of this study was to determine the proportion of true ocular …

Introduction: To report 5 cases of concomitant traumatic macular hole (TMH) and orbital
fracture, and discuss its incidence. Methods: This was a retrospective, observational study …