STEP 01
THE REAL CASES
Bring in the work
Triage cases and keep every hard clinical decision attached to the record behind it.
→APP DATA · MEDICAL & ONCOLOGY
Every case. Every escalation.
Bring in case data, study context, and review rules. The app prioritizes the cases that need human judgment and preserves the reviewer trail in the final decision record.
ACCEPTED FORMATS
DICOM / CSV / case metadata
Start with the files and records the team already uses.
DECISION OWNER
Clinical specialist
Keep the right specialist or approver on the work that needs judgment.
OUTCOME
Clinical packet
Hand off one reviewed record instead of scattered notes.
HOW IT WORKS
A detection is not a decision. Sign the one that is.
Bring the real work. Route the borderline case to the specialist who signs for it. Leave with a packet that survives an audit — and the tuned weights you keep.
STEP 02
THE HARD CALL
patient safety, quality review, or study oversight depends on seeing exactly who reviewed a case and why.
Upload the case set, inspect flagged cases, and export one clinical packet.
→STEP 03
THE EVIDENCE
Leave with a signed packet
Get one clinical packet with the decision, evidence, and status attached.
WHY IT EXISTS
The reason a medical & oncology team buys the app.
Use this when patient safety, quality review, or study oversight depends on seeing exactly who reviewed a case and why.
THE PROBLEM
Use this when patient safety, quality review, or study oversight depends on seeing exactly who reviewed a case and why.
THE REVIEW MOTION
Case set in. Specialist review where judgment matters. Governed record out.
THE OUTCOME
Case context, reviewer history, approval notes, and final disposition stay in one governed packet.
WHY TEAMS BUY IT
Bring in case data, study context, and review rules. The app prioritizes the cases that need human judgment and preserves the reviewer trail in the final decision record.
WHERE IT WORKS
The places this app does the work.
Case set in. Specialist review where judgment matters. Governed record out.
AREA · 01
Case triage
Start with the real case set and the rules that matter.
- ↳Bring in DICOM / CSV / case metadata without stripping away context.
- ↳Keep project constraints visible from the first step.
- ↳Give the team one clear place to start the review.
AREA · 02
Specialist review
Send the hard calls to the clinical specialist.
- ↳Surface the cases that need human judgment.
- ↳Keep reviewer notes attached to the decision.
- ↳Make approvals, overrides, and escalations easy to explain later.
AREA · 03
Study handoff
Hand off a clinical packet the next team can trust.
- ↳Export lineage, notes, and approval status together.
- ↳Save repeat failures as checks for the next run.
- ↳Deliver one clean packet for the next team or gate.
THE WORKFLOW
The path your team runs.
Case context, reviewer history, approval notes, and final disposition stay in one governed packet.
STAGE · 01
01
Bring in the case set
Load the work, context, and rules into one record.
- ·Use DICOM / CSV / case metadata.
- ·Capture the project rules before review starts.
- ·Keep the original context attached.
STAGE · 02
02
Review what needs judgment
Score the work and send the decisions that need judgment to the clinical specialist.
- ·Highlight what can move fast and what cannot.
- ·Record reviewer notes and final calls.
- ·Keep the audit trail readable.
STAGE · 03
03
Export the clinical packet
Package the approved result for the next team, approval gate, or audit request.
- ·Bundle the evidence with the decision.
- ·Save the same mistake as a future check.
- ·Hand off a packet someone else can inspect.
STARTS FROM
Start from a model suited to the work. Not from scratch. Not a rented black box.
STARTER MODEL
MedSAM family
Starts with MedSAM-style and other open clinical foundation models suited to case review and escalation.
Specialist decisions and case outcomes improve the model on your own care and study data. Every missed case becomes a check on the next release, so it is caught again.
AuraOne specialists help configure the first workflow. Your clinical team still owns the medical judgment.
READING · MEDICAL & ONCOLOGY · LIVE
00·00 INTAKEUSE THIS WHEN PATIENT SAFETY, QUALITSIGN 04·18
WHO SIGNS
The work and the people who sign for it.
Specialist reviewers, the evidence they keep, and the result the next team consumes.
REVIEWER TYPE
clinical specialist
ENTRY MOTION
Case set in. Specialist review where judgment matters. Governed record out.
EVIDENCE PATTERN
Case context, reviewer history, approval notes, and final disposition stay in one governed packet.
OUTPUT SUMMARY
Get one clinical packet with the decision, evidence, and status attached.
PAINFUL STEP
patient safety, quality review, or study oversight depends on seeing exactly who reviewed a case and why.
WHAT YOU KEEP
Reviewed case records, clinical review policy, and tuned weights your team can keep.
↳ WORKFLOW ARCHETYPES
case triagespecialist reviewstudy handoffWORKS AS ONE LOOP
What this app plugs into.
Every signed decision feeds the rest of the platform. The Regression Bank turns each failed case into a check on the next release, so the missed call does not come back. Compliance review keeps the governance record and the exception trail an examiner asks for. One record, one standard, one packet.
№ 01 · MODULE
Models
№ 02 · MODULE
Workforce
№ 03 · MODULE
Control Center
№ 04 · MODULE
Compliance Monitoring
REGRESSION MEMORY
Every failed case becomes a check on the next release. The escaped defect, the missed variant, the bad call does not come back.
WHAT YOU KEEP
Your work. Your data. Your AI.
WORKFLOW
Real cases
Files, batches, and cases your team already runs. Not a demo.
DATA
Your tenant
In your VPC. Your keys. Your retention policy.
WEIGHTS
Yours to keep
Reviewed case records, clinical review policy, and tuned weights your team can keep.
Signed proof
The packet you keep
Sealed
Rubric run142 cases
Reviewer notes19 overrides
Export checksumsha256:7fa9
Eval
Review
Policy
Release
Signed at release gate·Evidence id EP-4187
Lineage, reviewer notes, and approval status in one signed record the next team can read — and an auditor accepts.
RELATED APPS
More fields. Same loop.
MEDICAL & ONCOLOGY
Bring the workflow you want to own.
We'll map the workflow. Pick the starting model. Standardize the step. Hand you the result.
↳ STARTS FROM
MedSAM family
↳ LEAVES WITH
Reviewed case records, clinical review policy, and tuned weights your team can keep.