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Mengdi Gao

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GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy

Nov 14, 2023
Hongyang Jiang, Mengdi Gao, Zirong Liu, Chen Tang, Xiaoqing Zhang, Shuai Jiang, Wu Yuan, Jiang Liu

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Label-noise-tolerant medical image classification via self-attention and self-supervised learning

Jun 16, 2023
Hongyang Jiang, Mengdi Gao, Yan Hu, Qiushi Ren, Zhaoheng Xie, Jiang Liu

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Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection

Apr 25, 2023
Hongyang Jiang, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Mengdi Gao, Jiang Liu

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Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling

Feb 28, 2023
Tyler Will, Runyu Zhang, Eli Sadovnik, Mengdi Gao, Joshua Vendrow, Jamie Haddock, Denali Molitor, Deanna Needell

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A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy

Jun 23, 2021
Mengdi Gao, Ximeng Feng, Mufeng Geng, Zhe Jiang, Lei Zhu, Xiangxi Meng, Chuanqing Zhou, Qiushi Ren, Yanye Lu

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