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• W3021490828 abstract "Abstract In this work we evaluated a postprocessing, customized automatic retinal OCT B-scan enhancement software for noise reduction, contrast enhancement and improved depth quality applicable to Heidelberg Engineering Spectralis OCT devices. A trained deep neural network was used to process images from an OCT dataset with ground truth biomarker gradings. Performance was assessed by the evaluation of two expert graders who evaluated image quality for B-scan with a clear preference for enhanced over original images. Objective measures such as SNR and noise estimation showed a significant improvement in quality. Presence grading of seven biomarkers IRF, SRF, ERM, Drusen, RPD, GA and iRORA resulted in similar intergrader agreement. Intergrader agreement was also compared with improvement in IRF and RPD, and disagreement in high variance biomarkers such as GA and iRORA." @default.
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• W3021490828 date "2020-05-08" @default.
• W3021490828 modified "2023-09-25" @default.
• W3021490828 title "Automatically Enhanced OCT Scans of the Retina: A proof of concept study" @default.
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• W3021490828 doi "https://doi.org/10.1038/s41598-020-64724-8" @default.
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