Selective Prediction and Uncertainty-Aware Referral for Pap Smear Classification
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arXiv:2609.17545v1 Announce Type: new Abstract: Deep learning models for cervical cytology are almost always evaluated as if every prediction must be acted upon, yet a screening system deployed alongside a cytopathologist need not classify every slide: it can defer the cases it is least certain abo…
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- 2026-09-17 04:00 · arXiv cs.CV
Selective Prediction and Uncertainty-Aware Referral for Pap Smear Classification