Exemple 5 calcul automatisé dindicateurs de qualité des soins

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cours PDF mis à jour : http://chazard.org/emmanuel/pdf_cours... • PLAN de la présentation : • Introduction, definitions 0:48 • Quality of care • 3 families of quality indicators • Qualities expected from quality indicators • Minimal dataset • Part 1: Which indicators are apparently implementable? Literature review 9:01 • Systematic literature review • Classification of the indicators • 78% of non-implementable indicators • 22% of implementable indicators • Part 2: Is it possible to automatically compute process indicators? 16:53 • Implementation of the process indicators • Evaluation of each process indicator • Indicator #01: creatinine clearance dosage • Indicator #02: confusion • Indicator #03: beta blockers • Indicator #04: intravenous antibiotic prophylaxis (onset) • Indicator #05: intravenous antibiotic prophylaxis (continuation) • Indicator #06: deep venous thrombosis prevention • Indicator #07: anemia treatment • Indicator #08: anemia transfusion • Indicator #09: postoperative fever • Summary • Part 3: How to use data mining to improve computation of quality indicators? 30:46 • Définition et méthodes du data mining • Les arbres de décision • Arbres de classification binaires • Approche par l’exemple • Epilogue sur la méthode

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