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Stuti Shivhare

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Conference Open access Aug 2026

Prevalence Shift and ICU Mortality Miscalibration Across Institutions

Machine learning models for predicting in-hospital mortality in intensive care units (ICUs) are increasingly deployed across hospital systems with heterogeneous patient populations and outcome rates. Despite growing awareness of dataset shift, the calibration consequences of hospital-level prevalence variation remain u...

Aman Chandra H, Stuti Shivhare, Suyash Sahu · 0 citations

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