AIMC Topic: Corneal Surgery, Laser

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Prediction of long-term uncorrected distance visual acuity in surgically SMILE corrected myopic eyes using machine learning.

BMJ open ophthalmology Sep 26, 2025
BACKGROUND: This study aimed to create machine learning (ML) models to predict the long-term uncorrected distance visual acuity (UDVA) in myopic eyes corrected by small incision lenticule extraction (SMILE).
Retrospective Studies Female Young Adult Humans Machine Learning Follow-Up Studies Visual Acuity Lasers, Excimer Corneal Stroma Corneal Surgery, Laser Middle Aged Refraction, Ocular Myopia Adult Male
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Adopting machine learning to predict nomogram for small incision lenticule extraction (SMILE).

International ophthalmology May 5, 2025
PURPOSE: To predict nomogram for small incision lenticule extraction (SMILE) using machine learning technology and preoperative clinical data.
Visual Acuity Lasers, Excimer Corneal Stroma Myopia Nomograms Corneal Surgery, Laser Retrospective Studies Female Young Adult Adult Male Refraction, Ocular Humans Machine Learning
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Analyzing the Effect of Surgical and Corneal Parameters on the Postoperative Refractive Outcomes of Smile in Myopic Eyes Based on Machine Learning.

American journal of ophthalmology Dec 27, 2024
PURPOSE: To analyze the influence of individual parameters on the postoperative refractive outcomes of small incision lenticule extraction (SMILE) in myopic eyes using machine learning.
Humans Visual Acuity Young Adult Corneal Topography Adult Refraction, Ocular Postoperative Period Machine Learning Lasers, Excimer Cornea Myopia Male Retrospective Studies Treatment Outcome Middle Aged Female Corneal Stroma Corneal Surgery, Laser
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Enhancing Predicted Visual Acuity After SmartSight Lenticule Extraction: Identifying Key Factors With Machine Learning.

Journal of refractive surgery (Thorofare, N.J. : 1995) Dec 1, 2024
PURPOSE: To develop a predictive model aimed at assessing the likelihood of improvement in corrected distance visual acuity (CDVA) for patients undergoing lenticule extraction using the SmartSight system from SCHWIND eye-tech-solutions. This model ev...
Corneal Surgery, Laser Lasers, Excimer Corneal Stroma Adult Male Middle Aged Retrospective Studies Humans Refraction, Ocular Female Machine Learning Myopia Young Adult Visual Acuity
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Applying Machine Learning Techniques in Nomogram Prediction and Analysis for SMILE Treatment.

American journal of ophthalmology Oct 21, 2019
PURPOSE: To analyze the outcome of machine learning technique for prediction of small incision lenticule extraction (SMILE) nomogram.
Corneal Stroma Adult Lasers, Excimer Male Corneal Surgery, Laser Middle Aged Astigmatism Refraction, Ocular Prospective Studies Humans Myopia Female Machine Learning Nomograms Young Adult
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Personalized prediction of post-SMILE refractive outcomes using a machine-learning nomogram.

Medicine Jan 9, 2026
This study aimed to construct a personalized, machine learning-driven nomogram capable of predicting refractive outcomes following small incision lenticule extraction (SMILE). A total of 1253 eyes from 632 patients who underwent SMILE to correct myop...
Female Young Adult Adult Machine Learning Retrospective Studies Nomograms Astigmatism Humans Corneal Surgery, Laser Male Refraction, Ocular Myopia
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