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QPath-OSCC: result tables and predictions for a controlled hybrid quantum-classical benchmark on oral squamous cell carcinoma pathology (v12)

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Zenodo2026-10-31 更新2026-11-05 收录
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Derived result tables and model predictions (test AUCs, statistical tests, calibration, uncertainty, decision-curve data) accompanying the revised manuscript "Task-Selective Hybrid Quantum-Classical Multi-Task Learning for Oral Squamous Cell Carcinoma Pathology Assessment: A Controlled Benchmark Against Matched Classical Comparators" (Discover Artificial Intelligence). Five backbone seeds; a classically simulated variational quantum circuit head is compared with parameter-matched and larger classical heads for lymph-node-metastasis prediction. The Multi-OSCC images and labels (Guan et al., Scientific Data, 2026) are third-party and not included; source code is not included. No physical quantum computer was used.

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2026-10-31
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