Literature DB >> 23594721

External validation of existing formulas to predict the risk of developing proliferative vitreoretinopathy: the Retina 1 Project; report 5.

Anna Sala-Puigdollers1, Itziar Fernández, Rosa M Coco, María R Sanabria, Enrique Rodríguez de la Rúa, José María Ruiz-Moreno, Amparo Navea, Marta Suárez de Figueroa, J Carlos Pastor.   

Abstract

PURPOSE: To externally validate the accuracy of previously published formulas for predicting proliferative vitreoretinopathy development after retinal detachment surgery.
METHODS: Clinical variables from consecutive retinal detachment patients (n = 1,047) were collected from the Retina 1 Project conducted in 17 Spanish and Portuguese centers. These data were used for external validation of four previously published formulas, F1 to F4. Receiver-operating characteristic curves were used to validate the quality of formulas, and measures of discrimination, precision, and calibration were calculated for each. Concordance among the formulas was determined by Cohen kappa index.
RESULTS: The areas under the receiver-operating characteristic curves were as follows: F1, 0.5809; F2, 0.5398; F3, 0.5964; and F4, 0.4617. F1 had the highest accuracy, 74.21%. Almost 19% of proliferative vitreoretinopathy cases were correctly classified by F1 compared with 13%, 15%, and 10% for F2, F3, and F4, respectively. There was moderate concordance between F2 and F3 but little between the other formulas.
CONCLUSION: After external validation, none of the formulas were accurate enough for routine clinical use. To increase its usefulness, other factors besides the clinical ones considered here should be incorporated into future formulas for predicting risk of developing proliferative vitreoretinopathy.

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Year:  2013        PMID: 23594721     DOI: 10.1097/IAE.0b013e31828991ea

Source DB:  PubMed          Journal:  Retina        ISSN: 0275-004X            Impact factor:   4.256


  3 in total

1.  Loss of Visual Acuity after Successful Surgery for Macula-On Rhegmatogenous Retinal Detachment in a Prospective Multicentre Study.

Authors:  Salvatore Di Lauro; Melissa Castrejón; Itziar Fernández; Jimena Rojas; Rosa M Coco; María R Sanabria; Enrique Rodríguez de la Rua; J Carlos Pastor
Journal:  J Ophthalmol       Date:  2015-11-12       Impact factor: 1.909

2.  Prophylactic intravitreal 5-fluorouracil and heparin to prevent proliferative vitreoretinopathy in high-risk patients with retinal detachment: study protocol for a randomized controlled trial.

Authors:  Friederike Schaub; Robert Hoerster; Petra Schiller; Moritz Felsch; Daria Kraus; Marouan Zarrouk; Bernd Kirchhof; Sascha Fauser
Journal:  Trials       Date:  2018-07-16       Impact factor: 2.279

3.  Predictive modeling of proliferative vitreoretinopathy using automated machine learning by ophthalmologists without coding experience.

Authors:  Fares Antaki; Ghofril Kahwati; Julia Sebag; Razek Georges Coussa; Anthony Fanous; Renaud Duval; Mikael Sebag
Journal:  Sci Rep       Date:  2020-11-11       Impact factor: 4.379

  3 in total

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