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Author

Fei Chen

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Sep 2026

Impact of Clinician-Recorded ACR TI-RADS Features on ChatGPT-5.4-Based Thyroid Nodule Classification.

Clinician-recorded structured ACR TI-RADS features improved ChatGPT-5.4 thyroid nodule classification accuracy when provided alongside ultrasound images, however, the combined strategy did not achieve higher overall accuracy than features-only input.

Zi-Man Chen, Fei Chen, Ying-Li Wang · 0 citations
Aug 2026

Comparative Performance of Multimodal Large Language Models in Grayscale Ultrasound-Based Classification of Thyroid Nodules.

Publicly available multimodal LLMs showed measurable but heterogeneous performance in grayscale ultrasound-based thyroid nodule classification, but none of the models matched senior radiologist-level performance.

Zi-Man Chen, Ying-Li Wang, Fei Chen · 0 citations

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