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[Preprint]. 2024 Mar 15:2024.03.14.24304230. [Version 1] doi: 10.1101/2024.03.14.24304230

Figure 1.

Figure 1.

(a) MIMIC-IV built by merging the various data sources (the BIDMC data warehouse, the ICU information system, and external sources) into a single schema with five modules. (b) Comparative analysis of three model types (XGBoost, Logistic Regression, LSTM) for processing 6-hour time series lab measurement data.