EVEP Screening
Component Comparison & Analysis
🔍 Component Overview
This document provides a detailed comparison of the different
screening and patient management components in the EVEP system,
explaining their distinct purposes, workflows, and use cases.
📊 Component Comparison
Matrix
| Component |
Vision Screenings |
Register Student as Patient |
VA Screening Interface |
Diagnosis & Treatment |
| Purpose |
Session Management |
Student-to-Patient Conversion |
Professional Screening |
Medical Decision Making |
| Primary User |
Medical Staff |
Medical Staff |
Doctors |
Doctors |
| Data Source |
Patients |
EVEP Students |
Patients |
Screening Results |
| Output |
Screening Sessions |
Patient Records |
Medical Results |
Treatment Plans |
| Complexity |
Medium |
Low |
High |
High |
| Medical Level |
Basic |
Administrative |
Professional |
Expert |
🏫 1.
Vision Screenings (General Screening Management)
Component Details
- File:
frontend/src/pages/Screenings.tsx
- Route:
/dashboard/screenings
- Purpose: General screening session management and
administration
Key Features
interface ScreeningSession {
_id: string;
patient_id: string;
patient_name: string;
examiner_id: string;
examiner_name: string;
screening_type: string;
equipment_used: string;
status: 'pending' | 'in_progress' | 'completed' | 'cancelled';
created_at: string;
updated_at: string;
results?: ScreeningResults;
}
Workflow
graph LR
A[Create Session] --> B[Select Patient]
B --> C[Choose Equipment]
C --> D[Assign Examiner]
D --> E[Schedule Session]
E --> F[Conduct Screening]
F --> G[Record Results]
G --> H[Update Status]
Use Cases
- Daily Screening Management: Organize and track
screening sessions
- Equipment Management: Record and track screening
equipment usage
- Staff Assignment: Assign medical staff to screening
sessions
- Session Tracking: Monitor session status and
progress
- Basic Results: Record fundamental screening
results
Access Control
- Medical Staff: Full access to create and manage
sessions
- Doctors: Can view and participate in sessions
- Teachers: View-only access to understand
process
- Admins: Full administrative access
👨🎓
2. Register Student as Patient (Student-to-Patient
Conversion)
Component Details
- File:
frontend/src/components/StudentToPatientRegistration.tsx
- Route:
/dashboard/medical-screening/patient-registration
- Purpose: Convert EVEP students into medical
patients
Key Features
interface StudentToPatientRegistrationProps {
appointmentId?: string;
onRegistrationComplete?: (registration: any) => void;
onCancel?: () => void;
}
interface Student {
_id: string;
first_name: string;
last_name: string;
student_code: string;
grade_level: string;
school_name: string;
parent_id: string;
}
Workflow
graph LR
A[Select Student] --> B[Review School Data]
B --> C[Set Registration Reason]
C --> D[Set Urgency Level]
D --> E[Link Teacher Referral]
E --> F[Add Medical Notes]
F --> G[Create Patient Record]
G --> H[Schedule Medical Screening]
Use Cases
- School Referrals: Handle teacher referrals for
medical evaluation
- Data Migration: Bridge school screening data to
medical system
- Patient Creation: Automatically create patient
records from student data
- Referral Tracking: Track the source and reason for
medical referral
- Urgency Assessment: Set priority levels for medical
attention
Access Control
- Medical Staff: Full access to register students as
patients
- Doctors: Can view and approve registrations
- Teachers: Can initiate referrals but not complete
registration
- Admins: Full administrative access
👁️
3. VA Screening Interface (Professional Medical
Screening)
Component Details
- File:
frontend/src/components/VAScreeningInterface.tsx
- Route:
/dashboard/medical-screening/va-screening
- Purpose: Professional visual acuity screening for
registered patients
Key Features
interface VAScreeningInterfaceProps {
patientId?: string;
appointmentId?: string;
onScreeningComplete?: (screening: any) => void;
onCancel?: () => void;
}
interface VAScreeningResult {
eye: string;
distance_acuity_uncorrected?: string;
distance_acuity_corrected?: string;
near_acuity_uncorrected?: string;
near_acuity_corrected?: string;
color_vision?: string;
depth_perception?: string;
contrast_sensitivity?: string;
additional_tests?: any;
}
Workflow
graph LR
A[Select Patient] --> B[Review History]
B --> C[Setup Equipment]
C --> D[Conduct Tests]
D --> E[Record Results]
E --> F[AI Analysis]
F --> G[Doctor Review]
G --> H[Generate Report]
Use Cases
- Professional Assessment: Comprehensive vision
evaluation
- Medical Documentation: Detailed medical record
creation
- Treatment Planning: Generate data for treatment
decisions
- Follow-up Planning: Create baseline for future
comparisons
- Quality Assurance: Ensure screening standards and
accuracy
Access Control
- Doctors: Full access to conduct professional
screenings
- Medical Staff: Can assist and record basic
results
- Students: No access (patients only)
- Admins: View-only access for oversight
🩺 4.
Diagnosis & Treatment (Medical Decision Making)
Component Details
- File: Currently placeholder
(
<div>Diagnosis & Treatment</div>)
- Route:
/dashboard/medical-screening/diagnosis
- Purpose: Medical diagnosis and treatment
planning
Intended Features
interface DiagnosisTreatmentProps {
patientId: string;
screeningResults: VAScreeningResult[];
medicalHistory: MedicalHistory;
onDiagnosisComplete?: (diagnosis: Diagnosis) => void;
}
interface Diagnosis {
diagnosis_type: 'normal' | 'vision_correction' | 'medical_condition' | 'specialist_referral';
treatment_plan: TreatmentPlan;
follow_up_schedule: FollowUpSchedule;
recommendations: string[];
prescriptions?: Prescription[];
}
Workflow
graph LR
A[Review Results] --> B[Medical Assessment]
B --> C[AI Analysis] --> D[Diagnosis]
D --> E[Treatment Planning]
E --> F[Prescription]
F --> G[Follow-up Schedule]
G --> H[Patient Education]
Use Cases
- Medical Diagnosis: Professional medical
diagnosis
- Treatment Planning: Create comprehensive treatment
plans
- Prescription Management: Handle glasses and
medication prescriptions
- Follow-up Coordination: Plan and schedule follow-up
care
- Patient Education: Provide patient and parent
education
Access Control
- Doctors: Full access to diagnosis and
treatment
- Medical Staff: Can view and assist with
implementation
- Patients/Parents: View-only access to their own
plans
- Admins: Administrative oversight access
🔄 5. Complete Workflow
Integration
End-to-End Process
Flow
graph TD
A[School Screening] --> B{Results Normal?}
B -->|No| C[Register Student as Patient]
B -->|Yes| D[Schedule Follow-up]
C --> E[Medical Screening Workflow]
E --> F[Vision Screenings Management]
F --> G[VA Screening Interface]
G --> H[Diagnosis & Treatment]
H --> I{Treatment Type?}
I -->|Glasses| J[Glasses Management]
I -->|Medical| K[Medical Treatment]
I -->|Follow-up| L[Follow-up Management]
J --> M[Patient Follow-up]
K --> M
L --> M
M --> N[Long-term Monitoring]
Data Flow Between
Components
graph LR
A[Students Collection] --> B[StudentToPatientRegistration]
B --> C[Patients Collection]
C --> D[Vision Screenings]
D --> E[VA Screening Interface]
E --> F[Screening Results]
F --> G[Diagnosis & Treatment]
G --> H[Treatment Plans]
H --> I[Follow-up Management]
Component-Specific
KPIs
Vision Screenings
- Session Completion Rate: % of scheduled sessions
completed
- Equipment Utilization: Equipment usage
efficiency
- Staff Productivity: Sessions per staff member
- Session Duration: Average time per screening
session
Student-to-Patient
Registration
- Conversion Rate: % of school referrals converted to
patients
- Processing Time: Time from referral to patient
creation
- Data Accuracy: % of accurate student-to-patient
conversions
- Referral Quality: % of referrals requiring medical
attention
VA Screening
Interface
- Screening Accuracy: Correlation with final
diagnosis
- Test Completion Rate: % of comprehensive tests
completed
- Result Consistency: Consistency across multiple
screenings
- Professional Standards: Compliance with medical
standards
Diagnosis &
Treatment
- Diagnosis Accuracy: Correlation with treatment
outcomes
- Treatment Compliance: % of patients following
treatment plans
- Follow-up Attendance: % of follow-up appointments
attended
- Patient Satisfaction: Patient and parent
satisfaction scores
🎯 7. Best Practices
& Recommendations
Component Usage
Guidelines
When to Use Vision
Screenings
- ✅ Managing daily screening schedules
- ✅ Tracking equipment and staff assignments
- ✅ Basic screening session administration
- ✅ Overview of screening activities
- ❌ Professional medical evaluation
- ❌ Detailed patient assessment
When to Use
Register Student as Patient
- ✅ Converting school screening referrals
- ✅ Creating patient records from student data
- ✅ Handling teacher referrals
- ✅ Setting medical priority levels
- ❌ Direct patient registration
- ❌ Professional medical screening
When to Use VA
Screening Interface
- ✅ Professional vision assessment
- ✅ Comprehensive medical evaluation
- ✅ Detailed result documentation
- ✅ Treatment planning preparation
- ❌ Basic screening administration
- ❌ School-based screening
When to Use Diagnosis
& Treatment
- ✅ Making medical diagnoses
- ✅ Creating treatment plans
- ✅ Prescribing glasses/treatments
- ✅ Planning follow-up care
- ❌ Basic screening activities
- ❌ Administrative tasks
🔧 8. Technical
Implementation Notes
Component
Dependencies
Vision Screenings
├── Patients Collection
├── Staff Management
└── Equipment Tracking
Register Student as Patient
├── Students Collection
├── Teachers Collection
└── Patient Registration API
VA Screening Interface
├── Patients Collection
├── Screening Results
└── Medical Equipment
Diagnosis & Treatment
├── Screening Results
├── Medical History
├── Treatment Plans
└── Follow-up Management
Data Relationships
- Students → Patients (one-to-one
conversion)
- Patients → Screenings
(one-to-many)
- Screenings → Results
(one-to-one)
- Results → Diagnosis
(one-to-one)
- Diagnosis → Treatment
(one-to-many)
🚀 9. Future
Enhancements
Planned Improvements
Vision Screenings
- AI-Powered Scheduling: Intelligent session
scheduling
- Mobile Integration: Mobile app for session
management
- Real-time Updates: Live status updates and
notifications
- Advanced Analytics: Predictive analytics for
session planning
Register Student as
Patient
- Automated Conversion: AI-powered student-to-patient
conversion
- Bulk Processing: Handle multiple referrals
simultaneously
- Integration APIs: Direct school system
integration
- Smart Prioritization: AI-powered urgency
assessment
VA Screening
Interface
- AI-Assisted Screening: Automated vision
assessment
- Advanced Equipment: Integration with modern
screening equipment
- Real-time Analysis: Live result analysis and
recommendations
- Mobile Screening: Portable screening
capabilities
Diagnosis &
Treatment
- AI Diagnosis Support: AI-powered diagnosis
assistance
- Treatment Prediction: Predictive treatment
outcomes
- Telemedicine Integration: Remote consultation
capabilities
- Advanced Analytics: Comprehensive outcome
analytics
📋 10. Summary &
Recommendations
Key Takeaways
- Clear Separation of Concerns: Each component has a
distinct purpose and scope
- Role-Based Access: Proper access control based on
user roles
- Workflow Integration: Seamless data flow between
components
- Scalability: Modular design allows for future
enhancements
- Quality Assurance: Built-in quality metrics and
monitoring
Implementation
Recommendations
- Start with Vision Screenings: Use for basic session
management
- Implement Student Conversion: Handle school
referrals efficiently
- Deploy VA Screening: Provide professional medical
evaluation
- Complete with Diagnosis: Enable comprehensive
treatment planning
- Monitor and Optimize: Track KPIs and continuously
improve
Success Metrics
- System Adoption: % of users actively using each
component
- Workflow Efficiency: Time reduction in screening
processes
- Data Quality: Accuracy and completeness of medical
records
- User Satisfaction: Satisfaction scores across all
user types
- Clinical Outcomes: Improvement in vision health
outcomes
Document Version: 1.0
Last Updated: August 30, 2025
Status: ✅ COMPLETE