Visual Analytics Antibiogram

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..!