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Jul 2026

MedXplore: Towards Reliable and Unbiased Generalized Category Discovery in Medical Imaging

Deep learning has shown strong potential in medical image analysis, but most existing methods rely on large-scale annotations and a closed-world assumption that rarely holds in clinical practice. Although Generalized Category Discovery (GCD) has advanced rapidly on natural images, it remains underexplored in medical im...

Jian-Wei He, Kailin Lyu, Junhao Dong et al. · 0 citations

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