Method note
Medical Gate private-eval playbook
This page provides a concise summary. The complete article is currently available in Chinese. Read the Chinese original
From gate metrics to next-pack spec feedback.
- Frozen private sets and scoring rules define the contract gate.
- Failure buckets drive the next labeling / collection round.
- Eval finds gaps — it does not promise score lift after buying data.
Contracting entity: Beijing Langhui Technology Co., Ltd. (brand LumeSage). Not a medical-device promotion; no clinical efficacy claims.
Contact the LumeSage team
For questions about the data structures, quality controls, medical annotation, or model evaluation discussed in this article, contact the LumeSage team by phone, email, or the form below. Please do not send identifiable patient information. Project scope is subject to written agreement.
- Phone
- +86 150 1040 0907
- date@lumesage.com
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