Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images Article Swipe

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Abdullah Sarhan , Ali Al-KhazÁly , Adam Gorner , Andrew Swift , Jon Rokne , Reda Alhajj , Andrew Crichton ·

YOU? · · 2021 · Open Access · · DOI: https://doi.org/10.1007/978-3-030-69541-5_41

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Optic Disc

Artificial Intelligence

Concepts

Optic disc Artificial intelligence Segmentation Computer science Retinal Optic cup (embryology) Computer vision Glaucoma Fundus (uterus) Robustness (evolution) Sørensen–Dice coefficient Image segmentation Pattern recognition (psychology) Ophthalmology Medicine Gene Biochemistry Eye development Chemistry Phenotype

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Type: preprint
Language: en
Landing Page: https://doi.org/10.1007/978-3-030-69541-5_41
OA Status: green
Cited By: 1
References: 37
Related Works: 20
OpenAlex ID: https://openalex.org/W3090937968

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OpenAlex ID: https://openalex.org/W3090937968

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DOI: https://doi.org/10.1007/978-3-030-69541-5_41

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Title: Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images

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Type: preprint

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Language: en

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Publication year: 2021

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Publication date: 2021-01-01

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Authors: Abdullah Sarhan, Ali Al-KhazÁly, Adam Gorner, Andrew Swift, Jon Rokne, Reda Alhajj, Andrew Crichton

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Landing page: https://doi.org/10.1007/978-3-030-69541-5_41

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Open access: Yes

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OA status: green

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OA URL: https://arxiv.org/pdf/2010.00583.pdf

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Concepts: Optic disc, Artificial intelligence, Segmentation, Computer science, Retinal, Optic cup (embryology), Computer vision, Glaucoma, Fundus (uterus), Robustness (evolution), Sørensen–Dice coefficient, Image segmentation, Pattern recognition (psychology), Ophthalmology, Medicine, Gene, Biochemistry, Eye development, Chemistry, Phenotype

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Cited by: 1

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Citations by year (recent): 2024: 1

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References (count): 37

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