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Review Open access Aug 2026

Segmentation and Multimodal Fusion in Ocular Biometric Recognition: A Review

This review focuses on ocular region segmentation as an essential component of biometric recognition rather than an isolated semantic segmentation task, and categorizes multimodal ocular fusion strategies into three levels— data-, feature-, and decision-level fusion—and compares their information preservation, alignmen...

Yansuo Yu, Yongbin Qi, Shilin Zhao et al. · 0 citations
Conference Jul 2026

Unmasking the algorithm: a review of algorithmic bias and fairness in medical AI and image processing

The taxonomy of ethical concerns is categorized—including algorithmic fairness, privacy, transparency, and clinical accountability—and the workflow of bias from unrepresentative training datasets through flawed objective functions to biased clinical deployment is traced.

G. Shi, Hailian Zhang, Chu-Wen Xie et al. · 0 citations

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