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Grading Images

This guide explains the image grading process for retinal fundus images. The system uses a three-tier grading approach to ensure quality and accuracy in disease assessment.

Understanding the Grading Workflow

The grading process follows these steps:

  1. Resident Grading: Initial assessment by a resident
  2. Resident2 Grading: Independent assessment by an ophthalmologist
  3. Arbitration: Resolution of discrepancies by a senior ophthalmologist

Accessing Grading Tasks

Viewing Your Dashboard

  1. Log in with your grading credentials
  2. Click on "Grading" in the main menu
  3. Your dashboard shows:
  4. Tasks pending your review
  5. Recently completed gradings
  6. Statistics on your grading activity

Task Status Indicators

Tasks are color-coded by status: - Blue: Pending your review - Yellow: In progress by another grader - Green: Completed with consensus - Red: Requires arbitration

Resident Grading

Starting a Task

  1. From your dashboard, click on a pending task
  2. Review the patient information and image details
  3. Examine the fundus image using the viewer tools
  4. Select the appropriate grade for the disease

Image Viewer Tools

  • Zoom: Use mouse wheel or zoom buttons
  • Pan: Click and drag to move the image
  • Brightness/Contrast: Adjust using sliders
  • Fullscreen: Expand to full screen view
  • Reset: Return to original view settings

Selecting Grades

For each disease, select from these options:

Diabetic Retinopathy (DR)

  • No DR: No signs of diabetic retinopathy
  • Mild: Microaneurysms only
  • Moderate: More than just microaneurysms
  • Severe: Many hemorrhages and microaneurysms
  • Proliferative: Neovascularization present

Glaucoma

  • Normal: No signs of glaucoma
  • Suspect: Suspicious optic nerve or visual field
  • Mild: Early glaucomatous changes
  • Moderate: Moderate damage
  • Severe: Advanced glaucomatous damage
  • Normal: No AMD signs
  • Early: Small drusen only
  • Intermediate: Medium drusen or pigment changes
  • Late: Neovascular AMD or geographic atrophy

Adding Comments

  1. Enter relevant clinical observations
  2. Note any image quality issues
  3. Describe uncertain areas
  4. Include recommendations if needed

Submitting Your Grade

  1. Review your selected grade and comments
  2. Click "Submit" to save your assessment
  3. Choose "Save and Next" to continue to the next task
  4. Or choose "Save and Close" to return to the dashboard

Resident2 Grading

Accessing Tasks

Resident2 members review tasks after resident grading: 1. Go to your grading dashboard 2. Look for tasks in "Resident2 Review" status 3. Click on a task to begin your assessment

Independent Assessment

  • You will not see the resident's grade during your initial review
  • Provide your independent assessment based on medical expertise
  • Follow the same grading process as residents
  • Your grade will be compared with the resident's assessment

Grade Matching

After submission: - If grades match: Task is finalized with consensus - If grades differ: Task goes to arbitration

Arbitration Process

When Arbitration is Needed

Arbitration occurs when: - Resident and resident2 grades differ - Additional expertise is required - Quality control indicates a review is needed

Arbitrator Responsibilities

  1. Review both previous grades
  2. Examine the image with full context
  3. Provide the final decision
  4. Document reasoning for the decision

Making the Final Decision

  • Consider both previous assessments
  • Use your clinical expertise
  • Select the most appropriate grade
  • Add detailed comments explaining your reasoning

Revising Grades

When Can You Revise?

  • Residents: Until resident2 grading begins
  • Resident2: Until arbitration or finalization
  • Arbitrators: Within 6 hours of submission

How to Revise

  1. Find the grade in your grading history
  2. Click "Revise" next to the grade
  3. Update your assessment
  4. Add a comment explaining the revision
  5. Submit the updated grade

Grading Best Practices

Before Grading

  1. Ensure proper lighting: View in a well-lit environment
  2. Minimize distractions: Focus on the grading task
  3. Check image quality: Verify the image is clear and adequate
  4. Review patient history: Consider relevant clinical information

During Grading

  1. Use systematic approach: Examine all regions of the retina
  2. Take breaks: Rest your eyes periodically
  3. Document findings: Be thorough in your comments
  4. When uncertain: Mark as uncertain and explain why

After Grading

  1. Review your work: Double-check your selections
  2. Submit promptly: Avoid unnecessary delays
  3. Track your progress: Monitor your grading statistics
  4. Seek feedback: Discuss challenging cases with colleagues

Quality Assurance

Consistency Checks

The system monitors for: - Consistency in your grading patterns - Time taken per image - Frequency of revisions - Comparison with peer assessments

Performance Metrics

Your dashboard shows: - Number of images graded - Average time per image - Consensus rate with other graders - Revision frequency

Troubleshooting Grading Issues

Image Display Problems

  • Blurry images: Report quality issues in comments
  • Loading errors: Refresh the page or try a different browser
  • Viewer tools not working: Check browser compatibility

Submission Errors

  • Cannot submit: Check all required fields are completed
  • Timeout errors: Save your work periodically
  • Duplicate submissions: The system prevents duplicate grades

Access Issues

  • Cannot see tasks: Verify your role and permissions
  • Tasks missing: Check filters and date ranges
  • Permission denied: Contact your administrator

Keyboard Shortcuts for Grading

Action Shortcut
Next image Right Arrow
Previous image Left Arrow
Zoom in +
Zoom out -
Reset view R
Submit grade Ctrl + Enter
Save draft Ctrl + S

Understanding Consensus

Match Consensus

When resident and resident2 grades agree: - Consensus is automatically created - Task is marked as final - No further action needed

Adjudication Consensus

When grades differ: - Arbitrator makes final decision - Consensus is created through adjudication - Task is marked as final

Consensus Reports

View consensus reports to understand: - Overall grading patterns - Common discrepancies - Learning opportunities

Continuing Education

Learning Resources

  • Review challenging cases with resident2
  • Participate in grading calibration sessions
  • Study reference images and standards
  • Attend relevant training sessions

Improving Your Skills

  • Compare your grades with consensus decisions
  • Review cases where your grade differed from consensus
  • Seek feedback from senior graders
  • Stay updated on grading standards

Mobile Grading

Supported Devices

  • Tablets with minimum 10-inch screens
  • Modern smartphones (emergency use only)
  • Stylus recommended for precise interaction

Mobile Considerations

  • Ensure stable internet connection
  • Use in landscape orientation
  • Adjust brightness for optimal viewing
  • Limit mobile grading to urgent cases