R&D INNOVATION
Innovation
Three patents building the technology moat
FiledP1
Multimodal-assessment-based intelligent diagnosis recommendation method
- Scale, speech paralinguistics and behavior fused assessment
- Learnable missing-modality embedding with graceful downgrade
- Hard contraindication constraints; candidates for physician review
Multimodal, Missing-tolerant, Tiered downgrade
FiledP2
Physician-review-feedback-based closed-loop model adjustment method
- 30-second structured review feedback
- Whitelist de-identified retraining with sample weighting
- Model snapshots with one-click rollback
Review loop, De-identified retrain, Rollback
FiledP3
Utility-risk-tradeoff-based tiered data de-identification method
- L1-L4 tiered de-identification
- Physical separation of identity and assessment stores
- Replayable end-to-end audit of every action
L1-L4 tiers, Dual-store, Auditable
National Supercomputing ShenzhenTraining compute partnership for multimodal models
In-house GPU ClusterOn-premise inference; clinical data never leaves the intranet
Medical & Compliance AdvisorsContracted psychiatry and compliance advisors sign off on rules
Internal Use Only
Intelligent Assessment Research Tool
Internal research demo covering subject client, preset assets, fusion results and physician review desk, validating the full multimodal and de-identification pipeline.
⚠ All items on this page are research-stage results without medical device registration and do not constitute any diagnostic claim.
