AIMC Topic: Descemet Membrane

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Machine learning based endothelial cell image analysis of patients undergoing descemet membrane endothelial keratoplasty surgery.

Biomedizinische Technik. Biomedical engineering Mar 18, 2024
OBJECTIVES: In this study, we developed a machine learning approach for postoperative corneal endothelial cell images of patients who underwent Descemet's membrane keratoplasty (DMEK).
Humans Machine Learning Image Processing, Computer-Assisted Microscopy, Confocal Endothelial Cells Endothelium, Corneal Descemet Membrane Descemet Stripping Endothelial Keratoplasty
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Deep Learning Model for the Detection of Corneal Edema Before Descemet Membrane Endothelial Keratoplasty on Optical Coherence Tomography Images.

Translational vision science & technology Dec 1, 2022
PURPOSE: Descemet membrane endothelial keratoplasty (DMEK) is the preferred method for treating corneal endothelial dysfunction, such as Fuchs endothelial corneal dystrophy (FECD). The surgical indication is based on the patients' symptoms and the pr...
Humans Deep Learning Tomography, Optical Coherence Edema Descemet Membrane Descemet Stripping Endothelial Keratoplasty Fuchs' Endothelial Dystrophy Corneal Edema
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A Deep Learning Approach in Rebubbling After Descemet's Membrane Endothelial Keratoplasty.

Eye & contact lens Mar 1, 2020
PURPOSE: To evaluate the efficacy of deep learning in judging the need for rebubbling after Descemet's endothelial membrane keratoplasty (DMEK).
Humans Retrospective Studies Female Aged Male Deep Learning ROC Curve Models, Theoretical Visual Acuity Area Under Curve Tomography, Optical Coherence Reoperation Descemet Membrane Descemet Stripping Endothelial Keratoplasty Corneal Endothelial Cell Loss Fuchs' Endothelial Dystrophy
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Using Deep Learning in Automated Detection of Graft Detachment in Descemet Membrane Endothelial Keratoplasty: A Pilot Study.

Cornea Feb 1, 2019
PURPOSE: To evaluate a deep learning-based method to automatically detect graft detachment (GD) after Descemet membrane endothelial keratoplasty (DMEK) in anterior segment optical coherence tomography (AS-OCT).
Humans Neural Networks, Computer Female Aged Sensitivity and Specificity Male Middle Aged Deep Learning Pilot Projects Graft Rejection Tomography, Optical Coherence Endothelium, Corneal Descemet Membrane Descemet Stripping Endothelial Keratoplasty
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