Integrated research architecture

Technology

CoreLabTech combines chamber telemetry, HR/HRV timelines, SpO2/pulse timelines, AI analysis and QA automation in one controlled HBOT research workflow.

Physiology telemetry visualization
Wearable input HR & HRV Timeline
Pulse oximeter SpO2 & Pulse Timeline
Synchronization Timestamp merge
Analysis layer Wellness response + data quality
STEP 1

Check-in Snapshot

Baseline SpO2 and pulse before chamber exposure.

STEP 2

Start Session

Begin HBOT workflow and chamber telemetry capture.

STEP 3

During Session

Record HR/HRV and SpO2/pulse timelines during the session.

STEP 4

Exit Chamber

End exposure and preserve session context.

STEP 5

Upload Data

Import HR/HRV and SpO2/pulse files into the same session.

STEP 6

Review Report

Inspect synchronized timeline, AI findings and report output.

HR & HRV Timeline

Heart rate, RR intervals and HRV-derived signals.

SpO2 & Pulse Timeline

SpO2 and pulse sampled during the chamber session.

Merge Engine

Timestamp alignment, offset detection and synchronized rows.

Unified Timeline

HR, pulse, HRV, RR and SpO2 in one reviewable stream.

AI Engine

Wellness response, data-quality notes, positive findings and recommendations.

Devices

  • Compatible wearable / HR strap for HR and HRV timeline data
  • Pulse oximeter export for SpO2 and pulse timeline data
  • Chamber telemetry for pressure and environment

Platform Stack

  • Python, Flask and PostgreSQL-ready persistence
  • Pandas-based parsing and timeline merge
  • Chart.js dashboards for inspection and reporting

AI Scoring

  • SpO2 stability and oxygenation quality warnings
  • HRV and cardiovascular response review
  • HR / pulse discrepancy and signal-quality checks

AI QA Lab

  • AI contract validation
  • Score, wellness status, session flag and timeline checks
  • Scenario preview for research workflows

Playwright Automation

  • Chamber UI validation
  • CSV/FIT upload flow checks
  • Merge and AI endpoint validation

Performance Testing

  • Large-session ingestion checks
  • Merge latency validation
  • API performance gates

Recruit Subjects

Create profiles and baseline data.

Run HBOT Session

Capture session and chamber telemetry.

Integrate Data

Upload, merge and validate signals.

AI Analysis

Score the wellness response and identify findings.

Report

Review charts and export findings.

Our Mission

Reliable physiology data for better HBOT research workflows.

CoreLabTech helps research teams capture cleaner sessions, understand signal quality and interpret physiological response with transparent, research-only analytics.