Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis

Deep neural networks (DNNs) have been widely applied in the medical image community, contributing to automatic ophthalmic screening systems for some common diseases. However, the incidence of fundus diseases patterns exhibits a typical long-tailed distribution. In clinic, a small number of common fu...

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Veröffentlicht in:	Medical image analysis 2023-10, Vol.89, p.102884-102884, Article 102884
Hauptverfasser:	Gao, Mengdi, Jiang, Hongyang, Zhu, Lei, Jiang, Zhe, Geng, Mufeng, Ren, Qiushi, Lu, Yanye
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep learning Ensemble-learning Few-shot learning Meta-learning Rare conditions
Online-Zugang:	Volltext
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