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Advanced Analytics Platform to Detect Post-op Complications

Early and accurate detection of complications during post-operative care for improved surgical outcomes

Challenges

  • This project involved a surgical practice redesign for 100% adherence to defined care paths and quicker access to meaningful, accessible, and actionable information

Solutions

  • Knowledge modeling for clinical pathways
  • Pathway adherence monitoring for process adoption and quality improvement
  • Provided various services such as:
    • Technical Leadership
    • Project Management
    • Web and Data Architecture
    • Visual Design
    • Web and .NET Development
    • Quality Assurance

Tools & Technologies

Hadoop, Elasticsearch, Angular JS, Node JS, SQL Server, Rapid prototyping, Drools

Key benefits

  • Improved financial performance (outcomes)
  • With the latest process, clinicians have the ability to make more rounds per day
  • EMR access reduced from >30 minutes to <5 minutes
  • Reduction in the cognitive burden on clinicians
  • Early and accurate detection of complications during post-operative care in the hospital that led to improved surgical outcomes, reduced length of stay and enhanced patient experience
Case Study KeyPoints