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Automated Tumor and Node Staging from Esophageal Cancer Endoscopic Ultrasound Reports: A Benchmark of Advanced Reasoning Models with Prompt Engineering and Cross-Lingual Evaluation.

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Title: Automated Tumor and Node Staging from Esophageal Cancer Endoscopic Ultrasound Reports: A Benchmark of Advanced Reasoning Models with Prompt Engineering and Cross-Lingual Evaluation.
Authors: Hu, Xudong1 (AUTHOR), Feng, Lingde1,2 (AUTHOR), Jing, Bingzhong1,2 (AUTHOR), Luo, Linna1,2 (AUTHOR), Tan, Wencheng1 (AUTHOR), Li, Yin1 (AUTHOR), Zheng, Xinyi1 (AUTHOR), Huang, Xinxin1 (AUTHOR), Lin, Shiyong1 (AUTHOR), Wu, Huiling1 (AUTHOR), He, Longjun1 (AUTHOR)
Source: Diagnostics (2075-4418). Jan2026, Vol. 16 Issue 2, p215. 18p.
Database: Academic Search Ultimate
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  Data: <searchLink fieldCode="JN" term="%22Diagnostics+%282075-4418%29%22">Diagnostics (2075-4418)</searchLink>. Jan2026, Vol. 16 Issue 2, p215. 18p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=191214927
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        Value: 10.3390/diagnostics16020215
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              Text: Jan2026
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              Y: 2026
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