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Author

Loe Yan

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Jul 2026

CLIR-Bench: Benchmarking Multimodal Question Answering over Irregular Clinical Time Series

CLIR-Bench is introduced, a benchmark for irregular clinical time series QA constructed from de-identified ICU records through a principled four-stage pipeline, enabling evaluation of both answer accuracy and evidence use.

Frank Nie, Ethan B. Liu, Yuan Zhu et al. · 2 citations

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