Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-21014-3_2
Reference23 articles.
1. Chen, P., Pan, C.: Diabetes classification model based on boosting algorithms. BMC Bioinformatics 19(1), 1–9 (2018). https://doi.org/10.1186/s12859-018-2090-9
2. Congdon, N., et al.: Causes and prevalence of visual impairment among adults in the United States. Arch. Ophthalmol. (Chicago, Ill.: 1960) 122(4), 477–485 (2004)
3. Ferris, F.L., et al.: A simplified severity scale for age-related macular degeneration: AREDS report no. 18. Arch. Ophthalmol. (Chicago, Ill.: 1960) 123(11), 1570–1574 (2005)
4. Ghahramani, G.C., et al.: Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS. medRxiv (2021)
5. Graham, K.W., Chakravarthy, U., Hogg, R.E., Muldrew, K.A., Young, I.S., Kee, F.: Identifying features of early and late age-related macular degeneration: a comparison of multicolor versus traditional color fundus photography. Retina 38(9), 1751–1758 (2018)
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