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An AI-enhanced evidence-mapping framework for exhaled breathomics in cancer diagnostics: integrating multiple large

Yilan Sun1,2,3,4,5,6, Guozhen Cheng7, Yiyi Liu8

  • 1Department of Oral and Maxillofacial Head and Neck Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 zhizaoju rd, Huangpu District, Shanghai, China.

Discover Oncology
|March 11, 2026
PubMed
Summary

No abstract available in PubMed .

Keywords:
Cancer diagnosisExhaled breath analysisLarge language modelsNon-invasive diagnosticsVolatile organic compounds

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