Two-stage framework for optic disc segmentation and estimation of cup-to-disc ratio using deep learning technique
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Computer Science
Link
http://link.springer.com/content/pdf/10.1007/s12652-021-02977-5.pdf
Reference24 articles.
1. Ahmed A, Sami A, Essameldin O, Eslam R, Mohammed H, Mohammed D, Muhannad A, Kaamran R, Vasudevan L (2018) Retinal fundus images for glaucoma analysis: the RIGA dataset. In: Proceedings of SPIE 10579, medical imaging 2018: imaging informatics for healthcare, research, and applications, 105790B. https://doi.org/10.1117/12.2293584
2. Araújo T, Aresta G, Galdran A, Costa P, Mendonça AM, Campilho A (2018) UOLO—automatic object detection and segmentation in biomedical images. arXiv:abs/1810.05729.
3. Bourne RRA, Flaxman SR, Braithwaite T, Cicinelli MV, Das A, Jonas JB et al (2017) Vision Loss Expert Group. Magnitude, temporal trends, and projections of the global prevalence of blindness and distance and near vision impairment: a systematic review and meta-analysis. Lancet Glob Health 5(9):e888–e897. https://doi.org/10.1016/S2214-109X(17)30293-0 (ISSN 2214-109X)
4. Calimeri F, Marzullo A, Stamile C, Terracina G (2016) Optic disc detection using fine tuned convolutional neural networks. In: 12th international conference on signal-image technology & internet-based systems (SITIS), Naples, pp 69–75. https://doi.org/10.1109/SITIS.2016.20
5. Carmona EJ, Rincón M, García-Feijoó J, Martínez-de-la-Casa JM (2008) Identification of the optic nerve head with genetic algorithms. Artif Intell Med 43(3):243–259. https://doi.org/10.1016/j.artmed.2008.04.005 (Epub 2008 Jun 4 PMID: 18534830)
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