Literature DB >> 31358146

Predicting visual outcome after open globe injury using classification and regression tree model: the Moradabad ocular trauma study.

Richa Gupta1, Surabhi Gupta2, Lokesh Chauhan2.   

Abstract

OBJECTIVE: This study was conducted to identify factors associated with visual outcome in patients with open globe injuries (OGIs).
DESIGN: Retrospective case series of OGIs presenting to a tertiary eye care institute in North India from October 2009 to December 2016.
METHODS: A total of 157 patients with open globe injury have been included in the study. Multivariate analysis to ascertain the effects of different identified variables on the likelihood of poor visual outcome was done using binomial logistic regression. "Visual survival" (counting fingers or better) versus "minimal/no vision" (hand motion, light perception, and no light perception) was predicted using the classification and regression tree (CART) model. Main outcome measures were visual outcomes, risk factors, and rates of postoperative complications.
RESULTS: Univariate analysis determined 9 predictors associated with poor visual outcome. Out of these, presence of relative afferent pupillary defect (RAPD), poor presenting visual acuity, presence of adnexal injuries, and location of injuries were the most significant predictors of vision loss. Absence of RAPD led to 79% chance of vision survival. Sixty-eight percent of patients with RAPD and initial visual acuity (VA) of less than 6/60 resulted in poor vision.
CONCLUSION: The CART model is useful in predicting final VA based on some prognostic factors present initially.
Copyright © 2018 Canadian Ophthalmological Society. Published by Elsevier Inc. All rights reserved.

Entities:  

Year:  2018        PMID: 31358146     DOI: 10.1016/j.jcjo.2018.08.004

Source DB:  PubMed          Journal:  Can J Ophthalmol        ISSN: 0008-4182            Impact factor:   1.882


  3 in total

1.  Open globe injuries from projectile impact: Initial presentation and outcomes.

Authors:  Angelica C Scanzera; Yannek I Leiderman; Maria S Cortina; Ellen S Shorter
Journal:  Indian J Ophthalmol       Date:  2022-03       Impact factor: 2.969

2.  Factors Associated with Visual Outcome after Primary Repair of Open-Globe Injury by Ophthalmology Residents in Training in a Tertiary Eye Center.

Authors:  Suppapong Tirakunwichcha; Pear Pongsachareonnont
Journal:  Clin Ophthalmol       Date:  2021-03-23

Review 3.  Role of Socioeconomic Status (SES) in Globe Injuries: A Review.

Authors:  Panagiotis Kousiouris; Olga Klavdianou; Konstantinos A A Douglas; Nikolaos Gouliopoulos; Klio Chatzistefanou; Maria Kantzanou; Georgios S Dimtsas; Marilita M Moschos
Journal:  Clin Ophthalmol       Date:  2022-01-05
  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.