Diabetic Retinopathy Assessment through Multitask Learning Approach on Heterogeneous Fundus Image Datasets - Wu, Hongkang; Jin, Kai; Jing, Yiyang; Shen, Wenyue; Tham, Yih Chung; Pan, Xiangji; Koh, Victor; Grzybowski, Andrzej; Ye, Juan (Ophthalmology science (Online), 2025)
Keywords: Artificial intelligence; Deep learning; Diabetic retinopathy; Multisource heterogeneous dataset; Multitask learning; Ophthalmology; Original; Diabetic retinopathy; DRAMA; UWF; Multisource heterogeneous dataset; AI; NV; CFP; DR; AUC; Deep learning; Multitask learning; SE; EX; PC; MA; NPDR; ZUEH; Artificial intelligence; DME; HE; PDR; soft exudate; nonproliferative diabetic retinopathy; microaneurysms; color fundus photography; Diabetic retinopathy analysis model assistant; ultra-widefield imaging; proliferative diabetic retinopathy; diabetic macular edema; neovascularization; area under the curve; Zhejiang University Eye Hospital; hard exudate; portable fundus camera; hemorrhage