Foundation models for X-ray interpretation: a narrative review of current techniques and future perspectives in diagnostic imaging.

Quant Imaging Med Surg · 2026 · PMC13066860 · PMID 41972049

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a strong trendno p-value reported

A strong trend toward PEFT methods like LoRA is evident, as they enable effective adaptation with minimal new parameters, preserving pre-trained knowledge ( 37 ).

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