Diagnostics Intelligence
AI-assisted diagnostics — smarter labs, faster radiology
AI tools that help pathologists catch critical value patterns, assist radiologists with preliminary reads, and auto-structure scan reports. Every finding requires specialist confirmation.
All Features
Every AI feature in Diagnostics Intelligence.
Lab Result Anomaly Detection
AI flags abnormal multi-test value combinations that may indicate critical conditions.
Impact: Catch critical patterns others miss
Radiology Report Assistance
AI pre-reads medical images and generates preliminary findings for radiologist review.
Impact: Reduce radiology turnaround time
EMR Auto-Structuring
Converts free-text scan descriptions into structured report templates with auto-populated measurements.
Impact: Faster, more consistent EMR reports
Feature Deep-Dive
Detailed descriptions and benefits for each feature.
Lab Result Anomaly Detection
Catch critical patterns others miss
Standard lab systems flag individual out-of-range values. HIMS AI analyzes combinations across multiple tests to identify patterns suggesting critical conditions. Alerts are surfaced to the pathologist for review, not the patient.
Key Benefits
- Multi-test pattern recognition
- Beyond simple range-based alerts
- Pathologist review workflow
- Critical condition early warning
Radiology Report Assistance
Reduce radiology turnaround time
Using Google's MedGemma open models fine-tuned for medical imaging, HIMS generates preliminary radiological findings from uploaded X-rays and scan images. The radiologist reviews, makes corrections, and signs off. On-premise deployment ensures patient data stays local.
Key Benefits
- AI preliminary reads for X-rays and scans
- Structured report generation
- Critical finding flagging
- On-premise deployment — data stays local
- Radiologist review and sign-off required
EMR Auto-Structuring
Faster, more consistent EMR reports
The AI converts free-text dictations or notes into structured EMR templates — extracting measurements, findings, and impressions and placing them in the correct fields. This ensures consistency across different operators.
Key Benefits
- Free-text to structured report conversion
- Measurement auto-extraction
- Consistent formatting across operators
- Works with existing HIMS EMR templates
Benefits by Role
How Diagnostics Intelligence helps different stakeholders.
Pathologist
- Multi-test pattern alerts
- Critical condition early warning
- Beyond simple range checks
Radiologist
- AI preliminary reads
- Faster turnaround time
- Critical finding flagging
Sonographer
- Free-text to structured reports
- Measurement auto-extraction
- Consistent formatting
Doctor
- Faster lab results
- Anomaly alerts on dashboard
- Structured scan reports
Frequently Asked Questions
How does lab anomaly detection differ from standard alerts?
Standard lab systems flag individual out-of-range values. HIMS AI analyzes combinations across multiple tests — for example, a pattern of low hemoglobin + elevated LDH + low haptoglobin might suggest hemolytic anemia even if no single value is dramatically abnormal.
Does radiology AI data stay on-premise?
Yes. The radiology assistance feature uses Google's MedGemma open models that can be deployed entirely on your hospital network. No patient imaging data leaves your premises.
Does the AI generate final radiology reports?
No. The AI generates preliminary findings only. The radiologist must review, correct, add their professional assessment, and sign off before any report is released.
See Diagnostics Intelligence in Action
Book a demo to explore how Diagnostics Intelligence can transform your hospital operations.