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Mixed Maximum Loss Design for Optic Disc and Optic Cup Segmentation with Deep Learning from Imbalanced Samples

Glaucoma is a serious eye disease that can cause permanent blindness and is difficult to diagnose early. Optic disc (OD) and optic cup (OC) play a pivotal role in the screening of glaucoma. Therefore, accurate segmentation of OD and OC from fundus images is a key task in the automatic screening of g...

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Bibliografski detalji
Izdano u:Sensors (Basel)
Glavni autori: Xu, Yong-li, Lu, Shuai, Li, Han-xiong, Li, Rui-rui
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6833024/
https://ncbi.nlm.nih.gov/pubmed/31614560
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19204401
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