Define the intended context
Specify the research question, population, protocol, and measurable movement objective before interpreting results.
RESEARCH + VALIDATIONEvidence is not an afterthought.
Evidence is not an afterthought.
It is part of the architecture.
NUWAC is being developed so each configured session can produce an interpretable trace—connecting clinical intent, movement events, feedback, and response.
Follow the evidence pathNUWAC / VALIDATIONRESEARCH-STAGE · CLINICAL VALIDATION IN DEVELOPMENT
01 / VALIDATION LOGIC
A claim should follow a trace.
The validation strategy begins with defined protocols and structured session outputs—not invented statistics or unsupported outcomes.
Calibrate the session
Establish patient-specific and session-specific context so movement events are not treated as context-free numbers.
Preserve what happened
Record relevant sensing, decision, feedback, and continuity events as a structured session trace.
Review the relationship
Examine the connection between configured intent, detected movement, delivered feedback, and subsequent response.
Build evidence progressively
Use well-defined studies and partnerships to evaluate feasibility, usability, measurement quality, and clinical relevance.
02 / STRUCTURED OUTPUTS
From session events to candidate biomarkers.
The platform architecture is intended to support repeatable, reviewable outputs. Candidate biomarkers remain subject to research and clinical validation.
Temporal movement traces
Organized timing and event relationships across the configured session.
Loading relationships
Structured patterns derived from wearable pressure sensing within the study context.
Response trajectories
Relationships between configured feedback events and subsequent movement signals.
Session progression
Comparable outputs designed to support longitudinal review across repeated sessions.
Continuity events
Connection, recovery, and session-state events preserved for interpretability.
Research-ready outputs
Structured exports intended for transparent analysis and collaboration.
03 / EVIDENCE ROADMAP
Validation advances in defined steps.
The sequence below describes a development direction, not completed clinical evidence.
Engineering verification
Confirm sensing, feedback, timing, session continuity, and data integrity against defined technical requirements.
Feasibility + usability
Evaluate whether clinicians and participants can understand, configure, and use the workflow as intended.
Measurement studies
Assess repeatability, agreement, sensitivity, and the interpretability of candidate movement outputs.
Clinical partnerships
Develop condition-specific protocols with research and rehabilitation partners under appropriate oversight.
Progressive clinical validation
Evaluate defined outcomes for specific applications before making condition-specific performance claims.
04 / RESEARCH PARTNERSHIPS
Build the evidence with us.
NUWAC is seeking serious clinical and academic collaborators interested in gait measurement, biofeedback, rehabilitation workflows, and digital biomarker development.
Register research interest01Clinician-informed protocol design
02Transparent research outputs
03Defined study questions and boundaries
04No unsupported public claims