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arXiv cs.LG·

Informative Missingness to Generate Irregular Clinical Time Series

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In three linesDiffusion-based approach to generate irregular clinical time series by jointly modeling laboratory values and observation patterns. Uses DACMI benchmark from MIMIC-III, extends TimeDiff framework to capture dependencies between patient physiology and clinician testing behavior under MNAR-like missingness.
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