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Descemet Membrane

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Using Deep Learning in Automated Detection of Graft Detachment in Descemet Membrane Endothelial Keratoplasty: A Pilot Study.

Cornea 30325845
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).
Aged Deep Learning Descemet Membrane Descemet Stripping Endothelial Keratoplasty Endothelium, Corneal Female Graft Rejection Humans Male Middle Aged Neural Networks, Computer Pilot Projects Sensitivity and Specificity Tomography, Optical Coherence
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A Deep Learning Approach in Rebubbling After Descemet's Membrane Endothelial Keratoplasty.

Eye & contact lens 31425350
PURPOSE: To evaluate the efficacy of deep learning in judging the need for rebubbling after Descemet's endothelial membrane keratoplasty (DMEK).
Aged Area Under Curve Corneal Endothelial Cell Loss Deep Learning Descemet Membrane Descemet Stripping Endothelial Keratoplasty Female Fuchs' Endothelial Dystrophy Humans Male Models, Theoretical Reoperation Retrospective Studies ROC Curve Tomography, Optical Coherence Visual Acuity
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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 36583911
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...
Corneal Edema Deep Learning Descemet Membrane Descemet Stripping Endothelial Keratoplasty Edema Fuchs' Endothelial Dystrophy Humans Tomography, Optical Coherence
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Machine learning based endothelial cell image analysis of patients undergoing descemet membrane endothelial keratoplasty surgery.

Biomedizinische Technik. Biomedical engineering 38491745
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).
Descemet Membrane Descemet Stripping Endothelial Keratoplasty Endothelial Cells Endothelium, Corneal Humans Image Processing, Computer-Assisted Machine Learning Microscopy, Confocal
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