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Liu-Qiong Yang

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#small language model Open access Oct 2026

Application of large language models for assigning clear cell likelihood score v2.0 from free-text MRI reports: a feasibility study.

RATIONALE AND OBJECTIVES To evaluate the performance of four large language models (LLMs) for automated feature extraction and clear cell likelihood score version 2.0 (ccLS v2.0) assignment from free-text reports using a multi-step prompting strategy. MATERIALS AND METHODS This retrospective multicenter study include...

Yan-Ting Duan, Yi-Lei Zhao, Mao-Wei He et al. · 0 citations

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