AI RESEARCH
Synergizing Deep Learning and Biological Heuristics for Extreme Long-Tail White Blood Cell Classification
arXiv CS.CV
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ArXi:2603.16249v1 Announce Type: new Automated white blood cell (WBC) classification is essential for leukemia screening but remains challenged by extreme class imbalance, long-tail distributions, and domain shift, leading deep models to overfit dominant classes and fail on rare subtypes.