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cs.LG2026
Missingness-Aware Prior-Data Fitted Network for Irregular Clinical Time-Series
Hadi Mehdizavareh, Gabriele Santangelo, Giovanna Nicora +5
Clinical time series are irregularly observed with laboratory measurements recorded at uneven intervals and observation patterns often reflecting patient state, clinical concern, a…
cs.LG2026
Informative Missingness to Generate Irregular Clinical Time Series
Hadi Mehdizavareh, Gabriele Santangelo, Giovanna Nicora +4
Laboratory tests in electronic health records are collected irregularly, and the absence of a test order can be as informative as the measurement itself. Such missingness reflects…