For clients
Expert support for your project
For medical images, clinical text and biological research data, define scope and quality criteria before planning expert collaboration and a trial delivery.
Three contracts · model teams
LumeSage
Trial data delivery, expert annotation, and Medical Gate private evaluation.
LumeSage does these three things for biological and medical model teams. Scope, license and schedule are confirmed on the data card or contract. Nothing is sold as stock.
Domain expert? Explore open projects →
Define the task & spec · Verify license scope · Start with samples & trial delivery
Trial delivery
Medical imaging
Clinical text
Multimodal tasks
Expert evaluation
IMAGING ANNOTATION / WORKSPACE
Explore the imaging platform ↗Your images. Your team. One annotation workflow.
Explore DICOM, AI-assisted drafts, expert review and export. Verify the interface and deployment with your task.
01 / THREE CONTRACTS
Choose what this order buys.
Specs are for discussion. Scale comes after a trial. Evaluation and data are separate contracts.
01 ↗
Trial data delivery
Check sample structure, modality, label fields and license on the data card. Scale only after the trial. The catalog is not stock.
Read specs, book a trial → 02 ↗Expert annotation
If you already have a task, biological samples, or imaging, we pilot, review and deliver in batches against a statement of work.
Discuss an annotation task → 03 ↗Medical Gate private evaluation
Name failure types against an agreed rubric, and turn them into the next data need. No promise that scores or clinical outcomes will rise.
See private evaluation →Already have DICOM and need on-prem software? See the imaging annotation platform. Hospital governance goes to partnership review. The brand stance is on About. Biological annotation projects: biological annotation.
Expert services
Build AI data quality on domain expertise.
Connect project needs with specialist knowledge, from task guidelines and annotation review to agreed deliverables.
For experts
Bring your expertise to AI projects
Explore project requirements, specialist fields and participation criteria to find opportunities that fit your experience.
Browse projects without signing in. Sign in to apply and collaborate. Expert sign-in
- Define tasks & guidelines
- Trial annotation & review
- Deliver to agreed criteria
02 / BUILT AROUND YOUR TASK
From clinical scenarios to training tasks.
Medical imaging
Make imaging a definable training task
From modality, anatomy, and disease to labeling specs, expert review, and delivery formats.
Enter imaging catalog ↗
01 / CLINICAL TEXT
Clinical text & records ↗
Define tasks around structuring, information extraction, and clinical Q&A.
02 / MULTIMODALMultimodal & specialty scenarios ↗
Check modality pairing, sample strata, and gaps against your task.
03 / CUSTOM COLLECTIONCustom collection & expert labeling ↗
Nothing fits the catalog? Submit your spec and target.
The catalog supports capability and requirements conversations. Available scope, sample size, license, and lead time follow project verification, the data card, and the contract. Graphics are abstract illustrations.
03 / EVIDENCE BEFORE COMMITMENT
Put delivery standards before the commitment.
Procurement, engineering, and compliance can align on the same materials.
Readable data cards
First check sample structure, modality, label fields, intended tasks, and delivery formats.
View public structure sample →Agreed quality standards
Clarify expert involvement, disagreement handling, sampling rules, and acceptance criteria.
Learn expert-data delivery →Clear license & use boundaries
Verify source authorization, de-identification, training use, and redistribution limits.
View compliance notes →FROM FIRST CONVERSATION TO DELIVERY
Validate fit first, then scale.
Define need
Task, modality, use case, and timeline
Align plan
Data card, license, and available scope
Sample trial
Agree controlled samples & trial-delivery terms
Deliver & iterate
Accept per contract; iterate with eval feedback
LET’S BUILD WHAT’S NEXT
Submit a task. Book a trial.
Name the task and the modality. We reply according to the contract you select: data-card fields, an annotation pilot, or an evaluation call.
+86 15010400907 ↗Call directly · Email date@lumesage.com
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Scan with WeChat to add our business contact, or open the enterprise WeChat service chat.
Open WeChat service on mobile ↗Before you start
Can I see a data sample first?
You can browse the public data-card structure sample. Scope, de-identification, and NDA terms for real samples are confirmed per project.
Can I inquire without a full procurement spec?
Yes. Share the model task, modality, or target disease and we will help scope samples, label fields, and acceptance criteria.
What does Medical Gate provide?
A private evaluation collaboration for medical models. It surfaces failure types against agreed tasks and scoring rules to inform the next training-data plan. Evaluation can reveal gaps; it does not promise score or clinical gains after buying data.