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cs.LG2024
Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction
Jiacheng Liu, Jaideep Srivastava
Missingness and measurement frequency are two sides of the same coin. How frequent should we measure clinical variables and conduct laboratory tests? It depends on many factors suc…
cs.LG2024
A Kalman Filter Based Framework for Monitoring the Performance of In-Hospital Mortality Prediction Models Over Time
Jiacheng Liu, Lisa Kirkland, Jaideep Srivastava
Unlike in a clinical trial, where researchers get to determine the least number of positive and negative samples required, or in a machine learning study where the size and the cla…