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Reasoning Model-Assisted Second-Reader Quality Control of Chinese-Language Ultrasound Reports: A Retrospective Imaging Informatics Study

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The purpose of this study is to evaluate whether the reasoning model DeepSeek-R1 can function as a second-reader quality control (QC) tool for Chinese-language ultrasound reports. In this retrospective diagnostic-accuracy study with a parallel blinded review d... ...