Eko Murmur Analysis Software (EMAS) vs Sleepiz One+

Similar category, different focus. These tools serve overlapping but distinct needs. Comparability 65/100 Comparability is an AI-graded 0–100 score of how directly these two tools compete — higher means a more apples-to-apples comparison.
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by Sleepiz

AI Verdict

Eko Murmur Analysis Software (EMAS) and Sleepiz One+ are both FDA-cleared AI tools for cardiac and respiratory monitoring, but they serve different primary functions and use cases. EMAS focuses on the detection and differentiation of heart murmurs using digital stethoscopes, providing clinical decision support for heart and lung diseases. Sleepiz One+, conversely, is a contactless remote patient monitoring device that measures respiration and heart rate, with a strong emphasis on sleep apnea screening and continuous monitoring for chronic conditions, particularly in senior care.

Choose Eko Murmur Analysis Software (EMAS) if…

Choose Eko Murmur Analysis Software (EMAS) if your primary need is to accurately detect and differentiate heart murmurs in both adult and pediatric patients, requiring clinical decision support for early cardiac and pulmonary disease detection. This tool is ideal for clinicians who utilize Eko digital stethoscopes and benefit from AI-powered analysis of heart sounds and optional ECG data, with features for recording, sharing, and EHR integration.

View Eko Murmur Analysis Software (EMAS) →

Choose Sleepiz One+ if…

Choose Sleepiz One+ if you require contactless, remote patient monitoring for chronic conditions, particularly in senior care settings, focusing on comprehensive respiration and heart rate monitoring. This device is best suited for scenarios where ease of deployment, Wi-Fi connectivity, and the ability to bill for remote patient monitoring services using CPT codes are crucial.

View Sleepiz One+ →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Murmur Analysis Software (EMAS) Sleepiz One+
Pricing Free for basic ai analysis with the eko app; paid subscriptions required for full features (eko+) and live streaming telehealth capabilities. Contact for pricing
Deployment Cloud-based service, accessed via mobile application. Wall-mounted or bedside table placement, Wi-Fi connectivity
FDA Status 1 AI-estimated 1 AI-estimated

Head-to-Head

AI-generated assessment across six dimensions based on each tool's documented features and compliance posture. Grounded in public data — not a substitute for hands-on evaluation.

Usability

Sleepiz One+

Sleepiz One+ offers a completely contactless monitoring experience, requiring no wearables and a simple bedside or wall-mounted setup. This reduces patient burden and increases compliance, especially for long-term monitoring in senior care. Eko Murmur Analysis Software, while integrated with a digital stethoscope, still requires physical contact with the patient for auscultation.

Clinical Value

Tie

Both tools offer significant clinical value within their respective specialties. EMAS provides AI-powered decision support for early detection and differentiation of heart murmurs in both adult and pediatric patients, improving diagnostic accuracy compared to traditional auscultation. Sleepiz One+ offers continuous, contactless remote monitoring of respiration and heart rate, which is valuable for early detection of deterioration in chronic conditions and sleep apnea screening. Both are FDA-cleared and have supporting clinical validation.

Pricing & Value

Eko Murmur Analysis Software (EMAS)

Eko Murmur Analysis Software offers basic AI analysis for murmur detection for free with the Eko App, with paid subscriptions for full features and telehealth. Sleepiz One+ requires contacting them for pricing, which suggests less transparency, although it does mention CPT codes for reimbursement. The free entry point for basic functionality gives Tool A an edge in initial accessibility and transparency.

Enterprise Readiness

Tie

Both tools demonstrate enterprise readiness through HIPAA compliance and BAA availability. Eko's integration with existing clinical workflows via digital stethoscopes and PDF report generation for EHR compatibility supports enterprise adoption. Sleepiz One+ is designed for remote patient monitoring and clinical trials, with a web application for data access and analysis, and is being deployed in settings like skilled nursing facilities and assisted living.

Innovation

Sleepiz One+

Sleepiz One+ showcases higher innovation due to its contactless radar technology for continuous vital sign monitoring, which represents a significant advancement in remote patient monitoring by eliminating the need for wearables. While Eko's AI for murmur analysis is innovative, it builds upon an existing medical device (the stethoscope).

Support & Docs

Eko Murmur Analysis Software (EMAS)

Eko provides a comprehensive Help Center with user manuals, FAQs, and direct contact information for support, including phone support. Sleepiz also offers a support section with quick start guides and instruction manuals, but Eko's publicly available resources appear more extensive and readily accessible.

Feature-by-Feature

Detail beyond the Quick Comparison summary. For pricing, deployment, BAA, FDA, and HIPAA see the Overview tab.

Feature Eko Murmur Analysis Software (EMAS) Sleepiz One+
Tool Name Eko Murmur Analysis Software (EMAS) Sleepiz One+
Company Eko Devices Sleepiz
Description FDA-cleared AI tool that integrates with Eko digital stethoscopes to detect and differentiate heart murmurs in adult and pediatric patients, providing clinical decision support for early detection of heart and lung disease. FDA-cleared contactless remote patient monitoring device that collects biometric data and records vital signs from a patient's bedside, providing comprehensive respiration and heart rate monitoring for chronic conditions.
Key Features FDA-cleared AI for murmur detection, Analyzes heart sound (PCG) and optional ECG data, Differentiates innocent and structural heart murmurs, Provides clinical decision support, Integrates with Eko digital stethoscopes (CORE 500, DUO, CORE), Mobile app for recording, playback, annotation, and saving, Wireless Bluetooth connectivity to mobile devices, PDF report generation and sharing (EHR compatible) Contactless monitoring (radar technology), Measures respiration rate, Measures heart rate, Sleep apnea screening, Remote patient monitoring, AI-powered data analysis, Web application for data access and analysis, Easy setup and deployment

Videos

Demos, reviews, and walkthroughs featuring Eko Murmur Analysis Software (EMAS) and Sleepiz One+.

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Frequently Asked Questions

Eko Murmur Analysis Software (EMAS) integrates with Eko digital stethoscopes and the Eko App, providing real-time AI analysis during exams. It allows for PDF report generation and sharing, which is EHR compatible, and offers single sign-on for launching telehealth sessions directly from the patient chart within systems like Epic. Sleepiz One+ is a contactless remote patient monitoring device that collects biometric data and records vital signs from a patient's bedside. The data is accessible to healthcare professionals via the Sleepiz cloud software for retrospective review and patient management, and its FDA clearance opens doors for integration into remote patient monitoring and clinical study platforms.
Eko Murmur Analysis Software (EMAS) has an overall sensitivity of 85.6% and specificity of 84.4% for detecting valvular heart disease. For adults 18 years and older, EMAS identifies structural murmurs with a sensitivity of 90.2% and specificity of 90.6%. Sleepiz One+ has demonstrated 99% accuracy in breathing rate and 96% accuracy in heart rate measurements compared to gold-standard methods. For sleep apnea screening, Sleepiz One+ showed a correlation between its AHI and PSG-AHI of 0.94 with SpO2 and 0.87 without, with sensitivity and specificity for recordings without additional SpO2 at 85% and 88% respectively.
Eko Murmur Analysis Software (EMAS) integrates seamlessly with Eko's digital stethoscopes and the Eko App, providing real-time AI analysis and guided exams, suggesting a relatively low learning curve for clinicians already familiar with digital stethoscopes. Sleepiz One+ is designed for ease of installation and use, with a setup time of less than 3 minutes, and its usability has been tested across ages 20 to 80+, indicating a simple learning curve for patients and caregivers.
Eko offers in-app, virtual, and on-site onboarding and training for Eko+. Eko+ also facilitates real-time collaboration and data sharing among healthcare teams, providing PDF reports with waveform visualization and AI results for continuous learning. Sleepiz One+ emphasizes easy setup with a setup guide, and their support resources address common issues like device placement and data quality. Sleepiz also highlights that data transmission is automatically ensured through a cellular module, simplifying the process for users.
Eko's platform allows for automatic record-keeping, enabling clinicians to record and replay heart sounds and ECG data. The Eko EHR integration enables a PDF report or anonymous URL to be automatically pushed to the EHR, providing a documented record of the AI analysis and findings. Sleepiz One+ provides overnight vital sign data and presence logs accessible to healthcare professionals via the Sleepiz cloud software for retrospective review and patient management, and auto-generates overnight monitoring reports.
Eko's SENSORAu00ae platform is designed for enterprise-level cardiovascular disease detection, enabling health systems to flag conditions like atrial fibrillation and structural murmurs across various care encounters, supporting telehealth compatibility and scalability. Sleepiz One+ is designed for remote patient monitoring, allowing for easy deployment in home environments and facilitating long-term studies, which suggests suitability for multi-site rollouts by providing continuous, contactless monitoring at scale.

Backers

Who funded each tool's parent company.

Sleepiz One+

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