Clinical trial patient screening pipeline built in Orange Data Mining. Predicts admission urgency (Elective, Urgent, Emergency) from 10,000 patient records using Neural Networks and Gradient Boosting. Includes ROC analysis, feature importance ranking, and a research paper on AI in healthcare knowledge management.
data-mining neural-networks clinical-trials predictive-modeling electronic-health-records gradient-boosting patient-selection roc-analysis healthcare-analytics orange-software
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Updated
May 6, 2026