Automatic evaluation of graft orientation during Descemet membrane endothelial keratoplasty using intraoperative OCT

Automatic evaluation of graft orientation during Descemet membrane endothelial keratoplasty using intraoperative OCT

Correct Descemet Membrane Endothelial Keratoplasty (DMEK) graft orientation is imperative for success of DMEK surgery, but intraoperative evaluation can be challenging. We present a method for automatic evaluation of the graft orientation in intraoperative optical coherence tomography (iOCT), exploi...

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Bibliographic Details
Main Authors: Couwenberg, F. (Author), Heslinga, F.G (Author), Muijzer, M.B (Author), Noordmans, H.-J (Author), Oahalou, A. (Author), Pluim, J.P.W (Author), Veta, M. (Author), Wisse, R.P.L (Author)
Format: Article
Language:English
Published: Optica Publishing Group (formerly OSA) 2022
Subjects:
adult
aged
area under the curve
Article
Automatic evaluation
Automatic method
Automatic segmentations
controlled study
Curvature calculation
deep learning
Deep learning
Descemet membrane endothelial keratoplasty
diagnostic test accuracy study
entropy
follow up
graft failure
graft orientation
human
image analysis
image processing
image segmentation
Intra-operative
intraoperative monitoring
keratopathy
Learning models
major clinical study
middle aged
optical coherence tomography
Optical tomography
position
Post-processing
qualitative analysis
receiver operating characteristic
Receiver operating characteristic curves
sensitivity and specificity
Test sets
very elderly
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