Collection with provenance.
Keep sources, permissions, and missing information visible. Responsible dataset collection begins before any model sees the data.
← All productsYour health.
Series 2 · Developing in parallel
SignalMatters by Sharedstep
Your health.
Your data.
Our Total Health direction brings together health-data collection, datasets, and evaluation using existing AI models. Privacy, security, and clear permissions are central design requirements.
In development- 01Collect with context
Preserve where information came from and what may be missing.
- 02Define permitted use
Keep care sharing, research evaluation, and model training distinct.
- 03Evaluate with evidence
Compare compatible model outputs and document the limits.
Illustrative workflow · Development direction
Total Health · SignalMatters
Better context.
More deliberate evaluation.
Series 2 work continues in parallel at a lower priority while EyeOps and Model Hub lead Series 1.
Datasets with a purpose.
Track versions, intended uses, and access requirements. Permission for one use must not silently become permission for another.
Evaluate existing models.
Use compatible current AI models and supplied outputs to examine evidence, compare results, and record limitations. A model’s output is not a complete health assessment.
Privacy & security by design
Control should
be understandable.
These are requirements for the product we’re building. They must be implemented and verified for the intended deployment before handling real patient data.
- 01A clear purpose
Explain what is collected, why it is needed, and who may use it.
- 02Appropriate protection
Verify access controls, protected storage, and recovery procedures for the deployment.
- 03Meaningful choices
Make sharing, portability, withdrawal, and retention limits understandable.
What to know
Research with clear boundaries.
Is Total Health a separate product?
Total Health describes the broader health direction within SignalMatters by Sharedstep. This work connects collection, datasets, and model evaluation.
Are you building a new model for every health question?
The current direction emphasizes evaluation using existing compatible AI models. Any future training use needs its own data rights, permissions, scope, and evaluation.
Can I upload health records here?
No. This is an informational website with no health-record upload or patient account service. Patient-data deployment protections have not been established.
Does it provide a complete health score or diagnosis?
No comprehensive health score, diagnostic service, or clinical validity is claimed. Current work is a research and evaluation foundation.