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Open access Sep 2026

Bridging the data latency gap: automated extraction of genomic biomarkers from unstructured clinical documents to support real-world oncology data

Real-world oncology data are essential for clinical research and precision cancer care. However, genomic biomarkers are often embedded in scanned, unstructured clinical documents requiring manual abstraction before becoming available in cancer registries, delaying real-world evidence generation. This study evaluated an...

Qian-Yun Luo, Rui Zhang, Nikitha Vobugari et al. · 0 citations
Book Open access Aug 2026

Salient-Q: A Saliency-Guided Vision-Language Framework for Medical Image De-Identification

Salient-Q, a saliency-guided vision-language framework that addresses challenges of PHI identification and localization through three architectural innovations, outperforms other baseline models in terms of PHI identification and localization.

Sicheng Zhou, Zai-Fu Zhan, Lei Wu et al. · 0 citations

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