Does K-BridgeHealth diagnose Alzheimer's disease?

No. K-BridgeHealth is a research and feasibility-stage platform and is not intended to provide a medical diagnosis.

What data does the platform explore?

The research platform explores structured conversational speech patterns, passive sleep information, longitudinal change, and contextual linguistic features.

Why is Korean language adaptation important?

Korean honorifics, sentence structure, discourse patterns, and Korean–English code-switching may not be adequately represented by English-centered models.

Is the platform available for clinical use?

No. The current MVP is intended for research, technical demonstration, and partnership development.

Scientific Methodology

Research & Feasibility Studies

K-BridgeHealth is currently structured as a feasibility-stage prototype. Our goal is to demonstrate technical feasibility and community operational fit before proceeding to large-scale clinical validation.

Feasibility Research Program (Phase I)

AIM 1

Linguistic Calibration

Develop and validate Korean-adapted conversational biomarkers.

Phase I Deliverable: A structured language feature database that maps bilingual dynamics.

Success Criterion: >85% correlation with standardized cognitive battery indicators.

AIM 2

Multi-modal Modeling

Develop and benchmark the neuro-symbolic speech–sleep digital twin.

Phase I Deliverable: An individualized tracking database showing confidence intervals.

Success Criterion: Resilient tracking curves even when up to 30% of sleep tracking days are missing.

AIM 3

User Acceptance Pilot

Assess operational and user feasibility in a community-based pilot.

Phase I Deliverable: Usability reports and compliance logs from a cohort study (N=30).

Success Criterion: At least 80% conversational adherence over 4 weeks.

Partnership & Pilot Inquiries

If you are a clinical or community organization interested in hosting a pilot or reviewing feasibility metrics, submit a partnership form.

Submit Research Inquiry