CurateLabel

Deploy medical AI products faster with a clinical annotation workspace built for speed and quality.

Clinical annotation you can trust. From raw records to reliable labels.

10xfaster review cycles
96%+agreement targets
100%auditable actions
CurateLabel Ophthalmology Workspace Live
Patient: De-identified Study: Retina OCT + Fundus Mode: Annotating View: Multi-plane
+ Undo Redo Pan Zoom Measure Brush
Overlay Linked Coronal
Brush 2px Sensitivity 0.74 Window 40/120
Fundus annotation canvas Optic Disc Boundary Hemorrhage ROI
1,248labeled studies
97.1%Consensus score
12mMedian handling time

Core capabilities

Annotation workspace

Bounding boxes, polygons, keypoints, and clinical text extraction.

Workflow orchestration

Annotate → Review → Adjudicate with SLA-aware routing.

Quality controls

Double-review, conflict detection, and agreement scoring.

Governance

RBAC, immutable audit trails, and versioned dataset exports.

Clinical closeups

Zoomed UI slices from the annotation workflow.

Lesion segmentation closeup

Fundus closeup with lesion annotation overlay

Layer boundary tracing

OCT B-scan closeup with retinal layer boundary annotation

Reviewer comparison pane

Annotator A Reviewer A annotation preview
Annotator B Reviewer B annotation preview
Adjudication Adjudicated annotation preview

Operational views

Queue orchestration

New intake 42 In annotation 118 In review 63 Needs adjudication 9

Quality trend

Export snapshots

retina-v1.2.4 qa-locked json + coco

How it works

A structured pipeline from raw data to production-ready labels.

1. Ingest

From CurateMD, direct API, or bulk DICOM/CSV upload.

DICOMHL7CSV
2. Define

Build schemas, ontologies, reviewer roles, and routing rules.

OntologyRBAC
3. Annotate

Multi-user parallel annotation with real-time progress tracking.

PolygonBrushSpline
4. Validate

Consensus scoring, conflict detection, and adjudication gates.

ConsensusQC
5. Export

Versioned, immutable snapshots in JSON, CSV, or COCO format.

JSONCOCOCSV

Built for trustworthy healthcare data

Clinical-grade annotation, end to end.

Encryption at rest and in transit, least-privilege access controls, full activity logs, and controlled retention policies keep your data safe at every step.

96%+ Inter-annotator agreement target
100% Auditable, immutable action log
HIPAA Ready controls, end to end
<24h Support response target
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