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Corneal Stroma

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Predicting Refractive Surgery Outcome: Machine Learning Approach With Big Data.

Journal of refractive surgery (Thorofare, N.J. : 1995) 28880333
PURPOSE: To develop a decision forest for prediction of laser refractive surgery outcome.
Adult Clinical Decision-Making Corneal Stroma Corneal Topography Databases, Factual Female Follow-Up Studies Humans Lasers, Excimer Machine Learning Male Myopia Photorefractive Keratectomy Refraction, Ocular Treatment Outcome
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Applying Machine Learning Techniques in Nomogram Prediction and Analysis for SMILE Treatment.

American journal of ophthalmology 31647929
PURPOSE: To analyze the outcome of machine learning technique for prediction of small incision lenticule extraction (SMILE) nomogram.
Adult Astigmatism Corneal Stroma Corneal Surgery, Laser Female Humans Lasers, Excimer Machine Learning Male Middle Aged Myopia Nomograms Prospective Studies Refraction, Ocular Young Adult
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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 40040146
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...
Animals Corneal Stroma Dissection Injections Rabbits Robotic Surgical Procedures Robotics
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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 39733784
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.
Adult Cornea Corneal Stroma Corneal Surgery, Laser Corneal Topography Female Humans Lasers, Excimer Machine Learning Male Middle Aged Myopia Postoperative Period Refraction, Ocular Retrospective Studies Treatment Outcome Visual Acuity Young Adult
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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) 39656252
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...
Adult Corneal Stroma Corneal Surgery, Laser Female Humans Lasers, Excimer Machine Learning Male Middle Aged Myopia Refraction, Ocular Retrospective Studies Visual Acuity Young Adult
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Adopting machine learning to predict nomogram for small incision lenticule extraction (SMILE).

International ophthalmology 40323465
PURPOSE: To predict nomogram for small incision lenticule extraction (SMILE) using machine learning technology and preoperative clinical data.
Adult Corneal Stroma Corneal Surgery, Laser Female Humans Lasers, Excimer Machine Learning Male Myopia Nomograms Refraction, Ocular Retrospective Studies Visual Acuity Young Adult
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