Imaging Module

Imaging ships inside Oncology. This page is a deep dive.

Clarity in every pixel.
Confidence in every click.

Segment organs, detect lesions, and produce structured findings—beautifully, fast.

0.87
Dice Score
< 450ms
Slice Latency
100%
Audit Coverage

The stakes are higher.
The platform is ready.

Without guardrails

Radiologists spend hours correcting AI manually

Tracking QA in spreadsheets risks errors

Lack of unified loop delays model updates

With AuraOne Medical Imaging

Automated segmentation with MONAI precision

Integrated viewer for rapid review and fix

Audit-ready compliance logs for every click

Five pillars.
One platform.

Clinical-grade intelligence meets elegant governance.

Automated Segmentation

Precision contours instantly.

Instant segmentation of organs and lesions using MONAI. Probability heatmaps show uncertainty. Support for CT, MRI, and PET.

Radiologist Control

The final word is yours.

Integrated viewer for mask review and correction. One-click escalation to QA or peer review. RECIST measurement automation.

Compliance & Safety

Audit-ready always.

Drift monitoring on intensity distributions. Full lineage of training data and model versions. HIPAA-compliant logs.

Live Performance

Numbers that matter.
Measured every shift.

99.1%
Clinical spec adherence
Model predictions stay aligned with gold-standard truth sets
4.8 hrs
Median review time
Time to clear a cohort of 1,000 studies (vs 18hrs industry avg)
0
Unauthorized releases
Governance layering keeps compliance pristine
<2.5s
p95 eval latency
Real-time inference meets production SLAs
100%
Audit trail coverage
Every decision logged with patient consent lineage
FDA
Cleared benchmarks
Continuous evaluation against regulatory-approved truth sets

AuraOne vs
status quo medical AI.

Regulatory approval time

Status Quo

18-24 months manual documentation

AuraOne

Continuous compliance; audit-ready in hours

Model drift detection

Status Quo

Quarterly manual reviews; silent failures

AuraOne

Real-time monitoring; protective guardrails trigger instantly

Clinician adoption rate

Status Quo

12% trust black-box predictions

AuraOne

84% trust with layered explainability overlays

Security & Compliance

Trust by design.
Compliance by default.

Healthcare demands more than promises. We deliver proof.

SOC 2 Type II

Annual audits verify data handling and access controls

HIPAA Compliant

End-to-end encryption, BAAs, and audit logging built-in

EU AI Act Ready

Risk classification, bias testing, and transparency requirements met

FDA 21 CFR Part 11

Electronic records and signatures with tamper-evident logs

I vet AI segmentations in AuraOne so radiologists get consistent contours and we maintain FDA audit trails. It's faster and safer.
Imaging QA Lead
Radiology Network

Trusted by leading healthcare institutions

Stanford Medicine
Mayo Clinic
Cleveland Clinic
Johns Hopkins
Mass General
UCSF Health

Ready to ship
clinical AI with confidence?

Join healthcare teams building the future of medicine with certainty.
No compromises. No surprises. Just results.

Protected by SOC 2 Type II, HIPAA, and EU AI Act compliance. No spam. 24-hour response guaranteed.