What is the measurand?
Name the physical or biological quantity and how it is obtained.
Technology and measurement
Tools are useful when their measurements can be understood.
Peak Health Center examines technology through the quality of its measurements, the clarity of its intended use, and the strength of the learning it enables.
Measurement principles01 02 03 04 05 06
Questions every instrument should answer
A device, model, or AI system needs evidence appropriate to the decision it is meant to support.
How reliable is it?
Evaluate repeatability, calibration, missingness, and operating conditions.
What validates it?
Compare with suitable methods and quantify uncertainty and limitations.
Who benefits?
Specify the educational or research use and the population studied.
How is data governed?
Document consent, security, retention, access, and the right use of sensitive information.
What is the boundary?
Distinguish research and education from diagnostic or treatment claims.
Deep Health®
A platform for studying functional responses.
Deep Health® technologies are part of the broader Peak Health research and technology ecosystem. Any description of a particular instrument should be accompanied by its documented specifications, intended use, validation methods, limitations, and relevant regulatory status.
The Center’s academic work should allow independent scrutiny of technology related to its research. Technology affiliations must be disclosed whenever relevant to teaching or research.
Institutional relationship
Deep Health® is a named technology associated with the broader Peak Health ecosystem. Its brand and product activities should be distinguished from Peak Health Center’s educational credentials and research conclusions.
Learning infrastructure
The academic platform is more than a course player.
A future learning environment should connect instruction to measurable outcomes and maintain records that support accessibility, assessment integrity, review, and institutional control.
- Learning outcomes mapped to activities and assessments.
- Versioned syllabi, faculty feedback, and student records.
- Clear consent and separation of educational data from device or research data.
- Accessible content and documented accommodation routes.
- Exports and audit trails that support program improvement.