This paper explores which clinical data features most influence physician decisions regarding lab tests and medications. Researchers analyzed electronic health records from 4,486 post-surgical cardiac patients. The study found that a small subset of features can accurately predict many of the physicians' decisions for lab orders and prescriptions. AI
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IMPACT Potential to improve efficiency and accuracy in clinical decision support systems by identifying key predictive features.
RANK_REASON Academic paper on feature importance for clinical decision-making. [lever_c_demoted from research: ic=1 ai=1.0]