A VISUAL ANALYTICS ANTIBIOGRAM DASHBOARD AS PART OF A COMPREHENSIVE APPROACH TO PERIOPERATIVE ANTIBIOTIC ADMINISTRATION
Luis M. Ahumada, MSCS,a Allan F. Simpao, MD,c Jorge A. Galvez, MD,c Eric D. Shelov, MDb,
Mohamed A. Rehman, John Martin, MBA a, MD,c Bimal Desai, MD, MBI,b
Visual Analytics Antibiogram• Antimicrobial susceptibility testing for bacterial pathogens.
• Reference guide to antimicrobial resistance patterns.
• Reduce inappropriate antibiotic usage.
• Static documents that are generated from laboratory data and distributed to house staff once per year.
• Dynamic, User Friendly, Epic integrated.
Current State
Data Model
Data Sources• 01/01/2012
• Epic Clarity
• Developed Lookup Tables
Rows
Lab Results ~82M
Procedures ~48M
Sensitivity ~1.5M
Organisms 503
Patients ~2.1M
Analytical Antibiogram
Initial Interface
Dynamic Analytical Antibiogram
Dynamic Analytical Antibiogram
Analytical Reports
Analytical Reports
Effectiveness of Three Antibiotics on 16 Different Bacteria
Visual Analytics Antibiogram• SQL queries against Epic.
• Track antimicrobial sensitivity.
• Create User Interface (UI) to explore.
• Rapid Assessment of susceptibilities and resistances of microorganisms of interest to various antibiotics.
• Up-to-date information
Thanks..!