Imaging Gateway Wing
Not a diagnosis. Does not replace clinicians. Escalates on red flags.
Imaging is never first. It is gated.
All imaging requests must pass through pre-diagnostic assessment. No direct patient-initiated imaging. All decisions require clinical justification.
The Problem
Imaging ordered without triage overloads radiology.
Does not replace radiology. Optimizes imaging use only.
This service acts as a gatekeeper, not a replacement. All imaging decisions require radiologist interpretation. This service only optimizes when imaging is appropriate.
Imaging Gate Decisions
Chest X-ray Request
CT Head Request
Abdominal CT
Gate Input Requirements
Imaging Gateway only accepts inputs from other Live Corp service modules. Patients cannot directly request imaging through this service.
Engine Flags
Risk assessments from other services
Clinical Data
Vitals, symptoms, exam findings
Service Outputs
Recommendations from Cardiac, Respiratory, etc.
Gate Decision Process
- • Red flag presence
- • Risk band from upstream services
- • Clinical urgency indicators
- • Alternative pathways available
- • High risk + red flags = UNLOCK
- • Low risk + no flags = BLOCK
- • Moderate risk = Conditional
- • Uncertainty = Escalate to clinician
Engine Output
No immediate indication. Alternative pathways recommended.
- • Clinical observation
- • Symptomatic treatment
- • Reassess in 48-72h
Limited imaging indicated. Specific protocol recommended.
- • Targeted study only
- • Avoid comprehensive scans
- • Clinician review required
Red flags present. Imaging indicated with urgency.
- • Urgent if acute
- • Routine if stable
- • Radiologist interpretation required
Test Minimization Impact
Reduction Metrics
Cost Savings
Gate Workflow Process
Service Module Flags
Cardiac, Respiratory, or other service generates imaging flag
Gate Receives Request
Imaging Gateway receives flag + clinical data
Assessment
Gate evaluates red flags, risk bands, urgency
Decision
BLOCK, CONDITIONAL, or UNLOCK gate
Clinician Review
Override available, decision logged
Radiology
If unlocked, proceed to radiology interpretation
Safety & Limitations
- ✗Does not replace radiology
- ✗No image interpretation
- ✗Gatekeeper only, not diagnostician
- ✗All decisions require clinician review
- ✗Override always available
- ⚠Acute symptoms + abnormal vitals
- ⚠Trauma or injury
- ⚠Neurological deficits
- ⚠High-risk demographics + symptoms
- ⚠Clinician concern
Real-World Applications
Emergency Department
Primary Care
Urgent Care
Telemedicine
Technical Specifications
- • Rule-based decision tree
- • Risk band integration
- • Red flag detection
- • Override logging
- • Service module APIs
- • EMR integration
- • Radiology system links
- • Audit trail logging
- • Processing: <1s
- • Decision accuracy: 92%
- • Override rate: 8%
- • System uptime: 99.9%
Performance Metrics
Integration & Deployment
API Endpoints
Deployment
How This Service Fits the Engine
This service operates within Live Corp's Test-Minimization Engine and follows the same abstain-when-uncertain and escalation rules.