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TECHNOLOGY

FDA-Cleared AI-Powered Sleep Diagnostics

Our integrated technology platform combines industry-leading hardware, sophisticated AI algorithms, and intuitive software to deliver accurate, efficient sleep apnea diagnosis.

FDA-Cleared Hardware

CheckMe O2 Max

Comfortable wrist-worn pulse oximeter by Viatom Technology. Records SpO2, heart rate, and motion for 3 consecutive nights.

  • 16+ hours recording capacity
  • Wrist-worn comfort
  • Bluetooth sync via app
  • FDA 510(k) cleared
Intelligent Analysis

EnsoData AI

FDA-cleared AI scoring platform trained on over 1 million polysomnograms. Delivers 94% sensitivity for moderate-severe OSA.

  • 94% sensitivity, 96% specificity
  • True Sleep Time calculation
  • Multi-night aggregation
  • Equity-validated algorithms
Cloud Management

SleepDx Platform

HIPAA-compliant practice management system built on Microsoft Azure. Manages the entire workflow from enrollment to reporting.

  • Device tracking & logistics
  • Automated patient emails
  • Real-time status updates
  • Billing & reporting

How It Works

A seamless workflow from patient enrollment to final report delivery.

STEP 01

Patient Enrollment

Practice staff enters patient demographics and clinical indication. Device is either dispensed in-office or shipped directly to patient via Impilo Health fulfillment.

  • EHR integration available
  • Automated shipping labels
  • Patient receives instruction email
STEP 02

3-Night Home Recording

Patient wears the CheckMe O2 Max device on their wrist for 3 consecutive nights. The Celeste+ smartphone app guides setup and automatically uploads data each morning.

  • Captures SpO2, heart rate, motion
  • Smartphone microphone adds acoustic analysis
  • Real-time sync verification
STEP 03

AI-Powered Scoring

EnsoData's FDA-cleared algorithms analyze the data, detecting respiratory events with 94% sensitivity. The AI calculates true Total Sleep Time—not just recording time.

  • Multi-night data aggregation
  • AHI, ODI, TST metrics
  • Sleep staging from pulse oximetry
STEP 04

Physician Interpretation

Board-certified sleep physician reviews the AI-generated results and provides expert interpretation. Final report is delivered to your portal within 48-72 hours.

  • Board Certified Sleep Specialist interpreters
  • Multi-state licensed coverage
  • Actionable clinical recommendations
ADVANCED METRICS

Clinical-Grade Results

EnsoData AI provides comprehensive metrics that go beyond traditional home sleep testing.

AHI
Apnea-Hypopnea Index

Number of apnea and hypopnea events per hour of sleep. The primary diagnostic metric for OSA severity.

Normal: <5
Mild: 5-15
Moderate: 15-30
Severe: >30
ODI
Oxygen Desaturation Index

Number of oxygen desaturation events (≥3%) per hour. Correlates with cardiovascular risk.

Normal: <5
Mild: 5-15
Moderate: 15-30
Severe: >30
TST
Total Sleep Time

Actual time spent sleeping, not just recording time. Critical for accurate AHI calculation.

AI-estimated
±5.5 min accuracy
Vs. polysomnography
SpO2
Oxygen Saturation

Blood oxygen levels throughout the night. Low nadir values indicate severe respiratory events.

Normal: >90%
Low: 80-90%
Severe: <80%

Additional Analysis Features

Sleep Staging

EnsoData AI differentiates between wake, light sleep, deep sleep, and REM sleep using pulse oximetry data alone. Over 90% accuracy compared to polysomnography.

Snoring Analysis

Smartphone microphone captures audio during sleep. AI quantifies snoring frequency and intensity, providing insight into upper airway dynamics.

Night-to-Night Variability

3-night protocol captures the natural variability in sleep patterns. Prevents the 10% misclassification rate seen with single-night testing.

AI Performance You Can Trust

EnsoData's algorithms were trained on over 1 million diagnostic polysomnograms, making them among the most thoroughly validated AI systems in sleep medicine. Independent clinical studies have documented exceptional performance.

94%
Sensitivity for moderate-severe OSA
96%
Specificity (AHI ≥15)
92%
Sensitivity for any OSA (AHI ≥5)
±5.5 min
TST accuracy vs. PSG

Equity in Diagnosis

EnsoData has proactively validated their AI system for equitable performance across diverse patient populations. A study presented at SLEEP 2024 evaluated 215 subjects with standardized skin color assessments.

AHI calculation accuracyp=0.89 (no correlation with skin tone)
TST estimation accuracyp=0.28 (no correlation with skin tone)

Security & Compliance

Built on enterprise-grade infrastructure with healthcare-specific compliance.

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HIPAA Compliant

Full HIPAA compliance with BAAs for all technology partners

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Azure Healthcare Cloud

Built on Microsoft Azure's healthcare-compliant infrastructure

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Encryption

AES-256 at rest, TLS 1.3 in transit

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FDA Cleared

All diagnostic components are FDA 510(k) cleared

Experience the Technology

See how our AI-powered platform can transform sleep apnea diagnosis in your practice.