FairVision: Equitable Deep Learning for Eye Disease Screening via Fair
Identity Scaling

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FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling

3 October 2023

Muhammad Osama Khan

ArXiv (abs)PDF HTML HuggingFace (2 upvotes)

Papers citing "FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling"

7 / 7 papers shown

Title
BioVessel-Net and RetinaMix: Unsupervised Retinal Vessel Segmentation from OCTA Images Cheng Huang Weizheng Xie Fan Gao Yutong Liu Ruoling Wu ... Jingxi Qiu Xiangxiang Wang Zhenglin Yang Hao Wang Yongbin Yu 89 1 0 28 Sep 2025
Audio-Visual Separation with Hierarchical Fusion and Representation Alignment Han Hu Dongheng Lin Qiming Huang Yuqi Hou Hyung Jin Chang Jianbo Jiao 44 0 0 24 Sep 2025
MedChat: A Multi-Agent Framework for Multimodal Diagnosis with Large Language Models Philip R. Liu Sparsh Bansal Jimmy Dinh Aditya Pawar Ramani Satishkumar Shail Desai Neeraj Gupta X. Wang S. Hu LM&MA 140 3 0 09 Jun 2025
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification Xiao Wu Xiaoqing Zhang Zunjie Xiao Lingxi Hu Risa Higashita Jiang Liu 278 0 0 19 May 2025
X-GAN: A Generative AI-Powered Unsupervised Model for Main Vessel Segmentation of Glaucoma Screening Cheng Huang Weizheng Xie Tsengdar Lee Jui-Kai Wang Karanjit S Kooner Ning Zhang Jia Zhang 941 4 0 09 Mar 2025
Impact of Data Distribution on Fairness Guarantees in Equitable Deep Learning Yan Luo Congcong Wen Min Shi Niraj Pudasaini Yi Fang Mengyu Wang FedML 127 1 0 31 Dec 2024
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Yu Tian Congcong Wen Min Shi Muhammad Muneeb Afzal Niraj Pudasaini Muhammad Osama Khan Yan Luo Yi Fang Mengyu Wang OOD 219 24 0 11 Jul 2024