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Fine-tuned lightweight language models for structured extraction of liver cancer imaging free-text report: a

Yang-Di Luo1, Yong Sun2, Shi-Le Tang1

  • 1Department of Minimally Invasive Interventional Therapy, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China.

BMC Medical Imaging
|April 26, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Fine-tuningFree-text reportLarge language modelLightweight modelLiver cancerStructured format

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