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Table 1 Feature sets, baseline and auto-extracted

From: A framework for feature extraction from hospital medical data with applications in risk prediction

Feature set Data Used
Baseline (1 M) Elixhauser comorbidities + demography, present over 1 month history
Baseline (3Y) Elixhauser comorbidities + demography, present over 36 months history
Auto-extracted Set MR MR + demography, over 36 months history
Auto-extracted Set MR+ Comorbidities MR + demography + Elixhauser comorbidities, 36 months history