Medical Data Analytics: Advanced Analytics & Reporting
Triophore developed an advanced medical data analytics module for LifeSignals Inc., transforming raw ECG and vital sign data into actionable insights.
The Challenge
Business Problem
LifeSignals Inc. needed a solution to extract meaningful insights from a large volume of stored ECG and vital patient data, requiring a robust report generation and analytics module.
The Goal
To transform raw medical data into actionable intelligence for healthcare professionals through advanced analytics and report generation.
Technology Stack
Infrastructure
Backend
Frontend
The Solution
Discovery & Architecture
Triophore began with a comprehensive discovery phase, defining report types, data aggregation methods, visualization techniques, and user interfaces. The architecture was designed to be cloud-native, leveraging AWS services for scalability and reliability. The system's modular design enables easy integration of new analytical requirements and data types.
Development Phase
Triophore designed, developed, and delivered a report generation module that transforms raw medical data into insightful, actionable reports. Complex analysis was implemented to identify trends in heart rate variability, detect patterns in arrhythmias, correlate symptoms from patient diaries with ECG events, and summarize vital sign data. Puppeteer was used to render dynamic web-based reports into shareable PDFs.
Key Feature Implementation
Insightful report generation, auto-scalability, AWS infrastructure deployment, ongoing maintenance and support, and customizable reporting.
The Results
Performance
The module efficiently processes large volumes of ECG and vital sign data, delivering timely reports even with fluctuating demand.
Scalability
The auto-scalable architecture, leveraging AWS Lambda and Docker, ensures the system can handle growing data volumes and user demands without manual intervention.
User Impact
Healthcare professionals receive actionable insights for diagnosis and treatment planning, improving patient care.
Business Efficiency
LifeSignals Inc. can now extract valuable insights from their data, enabling better decision-making and improved patient outcomes.