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Author

Anqi Zou

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Open access Sep 2026

RNA-guided contrastive learning enhances patient-level prediction from histology

Predicting molecular receptor status, including estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2), directly from routine hematoxylin and eosin (H&E)-stained whole-slide images (WSIs) could reduce reliance on costly immunohistochemistry, but image-only models have no...

An-Qi Zou, Elain Huang, Qi-You Wu et al. · 0 citations
Preprint Jul 2026

LabRobFail: A Benchmark for Robotic Failure Analysis in Chemical Self-driving Laboratory

LabRobFail, a failure-centric framework for learning and evaluating robotic failure analysis in chemical laboratories, and LabRobFail-VLM, a domain-specialized vision-language model that generates structured failure diagnoses and recovery instructions, demonstrate the value of fine-grained failure understanding for clo...

Haobo Wang, Baoli Sun, Anqi Zou et al. · 0 citations

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