An interval-censored model for predicting myopic regression after laser in situ keratomileusis

Yun I. Chen, Kuo Liong Chien, I. Jong Wang, Amy Ming Fang Yen, Li Sheng Chen, Pi Jung Lin, Tony Hsiu Hsi Chen

Research output: Contribution to journalArticle

24 Citations (Scopus)

Abstract

PURPOSE. A time-varying statistical model was proposed to predict the risk of regression toward myopia after laser in situ keratomileusis (LASIK) and to identify significant predictors within a time frame. METHODS. A total of 615 eyes of 311 patients derived from a retrospective cohort who underwent LASIK in 2003 were analyzed. Refraction outcomes were recorded at 1 day, 1 week, and 1, 3, 6, 9, and 12 months or longer after LASIK. A cross-validated design was used, to split data into trained (n = 308) and validated (n = 307) data sets. These data sets were used in an interval-censored model to predict the probability of regression toward myopia and to assess the predictors including demographic features and preoperative and postoperative variables. RESULTS. Myopia regression was observed in 164 (26.7%) of 615 eyes during the follow-up period of 12 months or longer after LASIK. Significant predictors for myopia regression after LASIK included preoperative manifest spherical equivalent (P =

Original languageEnglish
Pages (from-to)3516-3523
Number of pages8
JournalInvestigative Ophthalmology and Visual Science
Volume48
Issue number8
DOIs
Publication statusPublished - Aug 2007
Externally publishedYes

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Laser In Situ Keratomileusis
Myopia
Statistical Models
Demography

ASJC Scopus subject areas

  • Ophthalmology

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An interval-censored model for predicting myopic regression after laser in situ keratomileusis. / Chen, Yun I.; Chien, Kuo Liong; Wang, I. Jong; Yen, Amy Ming Fang; Chen, Li Sheng; Lin, Pi Jung; Chen, Tony Hsiu Hsi.

In: Investigative Ophthalmology and Visual Science, Vol. 48, No. 8, 08.2007, p. 3516-3523.

Research output: Contribution to journalArticle

Chen, Yun I. ; Chien, Kuo Liong ; Wang, I. Jong ; Yen, Amy Ming Fang ; Chen, Li Sheng ; Lin, Pi Jung ; Chen, Tony Hsiu Hsi. / An interval-censored model for predicting myopic regression after laser in situ keratomileusis. In: Investigative Ophthalmology and Visual Science. 2007 ; Vol. 48, No. 8. pp. 3516-3523.
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