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Figure 1 | BMC Medical Informatics and Decision Making

Figure 1

From: A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study

Figure 1

Diagram of the proposed general approach and its implementation in the congestive heart failure (CHF) readmission case. The upper part of the figure is the proposed general approach steps and the lower part is for their CHF readmission counterparts. The three steps of the approach, namely pre-processing, systematic model development, and risk factor analysis, are shown in italic-bold cases and are bounded by red and blue lines with shaded backgrounds for the proposed general approach and CHF readmission case study respectively.

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