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2019

AI-based AMD Analysis: A Review of Recent Progress


Abstract

Since 2016 much progress has been made in the automatic analysis of age related macular degeneration (AMD). Much of it was dedicated to the classification of referable vs. non-referable AMD, fine-grained AMD severity classification, and assessing the five-year risk of progression to the severe form of AMD. Here we review these developments, the main tasks that were addressed, and the main methods that were carried out.

Citation

@incollectionBurlina_2019 doi: 10.1007/978-3-030-21074-8_25 url: https://doi.org/10.1007/978-3-030-21074-8_25 year: 2019 publisher: Springer International Publishing pages: 303--308 author: Burlina P. and Joshi N. and Bressler N. M. title: AI-based AMD Analysis: A Review of Recent Progress booktitle: Computer Vision \textendash ACCV 2018 Workshops

Citation

@incollectionBurlina_2019 doi: 10.1007/978-3-030-21074-8_25 url: https://doi.org/10.1007/978-3-030-21074-8_25 year: 2019 publisher: Springer International Publishing pages: 303--308 author: Burlina P. and Joshi N. and Bressler N. M. title: AI-based AMD Analysis: A Review of Recent Progress booktitle: Computer Vision \textendash ACCV 2018 Workshops