AIMC Topic: Corneal Stroma

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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.
Adult Male Refraction, Ocular Female Young Adult Lasers, Excimer Corneal Stroma Corneal Surgery, Laser Nomograms Visual Acuity Myopia Machine Learning Retrospective Studies Humans
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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.
Corneal Stroma Corneal Surgery, Laser Postoperative Period Lasers, Excimer Refraction, Ocular Myopia Visual Acuity Corneal Topography Treatment Outcome Cornea Male Middle Aged Young Adult Adult Humans Retrospective Studies Female Machine Learning
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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...
Humans Young Adult Adult Male Retrospective Studies Female Machine Learning Corneal Stroma Corneal Surgery, Laser Myopia Visual Acuity Lasers, Excimer Middle Aged Refraction, Ocular
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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.
Nomograms Lasers, Excimer Corneal Stroma Corneal Surgery, Laser Astigmatism Middle Aged Refraction, Ocular Prospective Studies Myopia Adult Female Humans Male Young Adult Machine Learning
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A Robotic Injection System for Consistent Pneumo-dissection of the Deep Stroma in Big Bubble DALK Surgery.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
In this paper we present a novel robotic injection system capable of performing clinically relevant pneumo-dissection of the deep stroma for the big bubble DALK procedure. Because the recommended clinical technique to insert a needle into the deep st...
Corneal Stroma Injections Robotic Surgical Procedures Animals Dissection Robotics Rabbits
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Predicting Refractive Surgery Outcome: Machine Learning Approach With Big Data.

Journal of refractive surgery (Thorofare, N.J. : 1995) Sep 1, 2017
PURPOSE: To develop a decision forest for prediction of laser refractive surgery outcome.
Photorefractive Keratectomy Lasers, Excimer Corneal Stroma Follow-Up Studies Adult Databases, Factual Humans Corneal Topography Male Machine Learning Refraction, Ocular Clinical Decision-Making Myopia Female Treatment Outcome
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