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Patch-based CNN for corneal segmentation of AS-OCT images: Effect of the number of classes and image quality upon performance

Yoel F. Garcia-Marin, David Alonso‐Caneiro, Damien Fisher, Stephen J. Vincent, Michael J. Collins

2022Computers in Biology and Medicine12 citationsDOI

Topics & Concepts

Artificial intelligenceSegmentationComputer scienceConvolutional neural networkSørensen–Dice coefficientDeep learningOptical coherence tomographyRobustness (evolution)Pattern recognition (psychology)Image segmentationImage qualityComputer visionImage (mathematics)GeneChemistryMedicineOphthalmologyBiochemistryRetinal Imaging and AnalysisGlaucoma and retinal disordersCorneal surgery and disorders
Patch-based CNN for corneal segmentation of AS-OCT images: Effect of the number of classes and image quality upon performance | Litcius