E-Triage: Advanced AI-powered Medical Triage System
Project Overview
A sophisticated medical triage platform powered by my custom-built AI models that automatically evaluates patient data to prioritize emergency department cases. The system analyzes vital signs, symptoms, and medical history to generate comprehensive diagnostic assessments with treatment recommendations for healthcare professionals, dramatically reducing wait times and improving patient outcomes in emergency settings.
Key Features
Custom-built AI model for medical case prioritization
Manchester Triage Scale implementation with color-coding system
Interactive patient intake form with comprehensive symptom collector
Real-time vital signs monitoring and abnormality detection
Intelligent body pain location mapping with visual interface
Automated medical history analysis and risk factor identification
Differential diagnosis generation with probability assessments
Clinical procedure recommendations for medical staff
Required laboratory tests and imaging recommendations
Comprehensive semiological reporting for medical professionals
Patient vulnerability assessment based on age and comorbidities
Short-term prognosis estimation with complication risks
Medication recommendations with dosage calculations
French language medical terminology optimization
Fraudulent patient data detection algorithms
Responsive interface for desktop and mobile medical staff
Statistical error analysis with confidence intervals
Systematic patient database with follow-up tracking
Interactive dashboards for hospital department management
Waiting list prioritization based on severity scores