Eko Murmur Analysis Software (EMAS) vs iPredict Eye Screening

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.
VS
by iHealthScreen

AI Verdict

Tool A is specifically designed for the AI-powered detection and differentiation of heart murmurs using digital stethoscope data, primarily serving cardiology and pediatrics. In contrast, Tool B offers AI-driven screening for retinal diseases like AMD, DR, and Glaucoma, alongside risk prediction for systemic conditions such as stroke and heart attack, focusing on ophthalmology and primary care. While both are FDA-cleared AI tools for early detection in healthcare, their core clinical applications and data inputs are distinct, making them suitable for different diagnostic pathways.

Choose Eko Murmur Analysis Software (EMAS) if…

Choose Eko Murmur Analysis Software (EMAS) if your primary need is AI-powered auscultation to accurately detect and differentiate heart murmurs in adult and pediatric patients. This tool is ideal for clinicians seeking enhanced clinical decision support for early identification of heart and lung conditions, leveraging integration with Eko digital stethoscopes.

View Eko Murmur Analysis Software (EMAS) →

Choose iPredict Eye Screening if…

Choose iPredict Eye Screening if your focus is on comprehensive, AI-driven screening for retinal diseases such as Age-related Macular Degeneration, Diabetic Retinopathy, and Glaucoma. This platform is particularly well-suited for primary care settings or ophthalmology practices aiming for rapid, non-invasive early detection of these conditions and systemic disease risk prediction.

View iPredict Eye Screening →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Murmur Analysis Software (EMAS) iPredict Eye Screening
Pricing Starts at $119.99 per year for eko+ membership; enterprise solutions require contacting sales. Contact for pricing
Deployment Cloud-based, Mobile App Cloud-based (Software as a Medical Device), accessible in primary care settings, clinics, hospitals, and online for telemedicine and prediction apps.
BAA Available Yes AI-estimated Unknown
FDA Status Cleared AI-estimated Cleared AI-estimated
HIPAA Yes AI-estimated Yes 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

iPredict Eye Screening

iPredict Eye Screening emphasizes a fast, non-invasive process with an advanced touchscreen interface, completing tests in under 5 minutes and reports in under 60 seconds, requiring minimal patient preparation [cite: JSON, 2, 7, 20, 22, 24, 25]. Eko Murmur Analysis Software, while mobile-app driven, involves a physical stethoscope and has had some user reports of Bluetooth connectivity issues, potentially adding minor friction to the workflow [cite: JSON, 15].

Clinical Value

iPredict Eye Screening

iPredict Eye Screening offers broader clinical value by screening for three major blinding eye diseases (AMD, DR, Glaucoma) and providing risk prediction for systemic conditions like stroke and heart attack from a single retinal scan [cite: JSON, 13, 18, 23]. While Eko Murmur Analysis Software provides excellent FDA-cleared AI for murmur detection and AFib screening with high accuracy, iPredict's multi-faceted diagnostic and predictive capabilities are more extensive [cite: JSON, 1, 9, 21].

Pricing & Value

Eko Murmur Analysis Software (EMAS)

Eko Murmur Analysis Software offers a transparent pricing model with a free tier for basic AI analysis, significantly lowering the barrier to entry for users [cite: JSON]. iPredict Eye Screening, in contrast, operates on a per-patient SaaS model with an estimated cost ($10-$20 per patient), which, while predictable, lacks a free entry point for initial evaluation [cite: JSON].

Enterprise Readiness

Eko Murmur Analysis Software (EMAS)

Eko Murmur Analysis Software explicitly states it has a Business Associate Agreement (BAA) in place, which is a critical component for healthcare organizations handling Protected Health Information (PHI) [cite: JSON]. While iPredict Eye Screening is HIPAA compliant and integrates with EHRs, the explicit mention of a BAA for Tool A provides greater assurance for enterprise deployments [cite: JSON, 23].

Innovation

iPredict Eye Screening

iPredict Eye Screening demonstrates greater innovation by leveraging a single, non-invasive retinal imaging modality to screen for multiple ocular diseases (AMD, DR, Glaucoma) and predict systemic risks for conditions like stroke and heart attack [cite: JSON, 13, 18, 23]. This broad application of AI from a single data input represents a more expansive and potentially transformative approach to preventative medicine compared to EMAS's focused cardiac auscultation analysis [cite: JSON, 21].

Support & Docs

Eko Murmur Analysis Software (EMAS)

Eko Murmur Analysis Software (Eko Devices) provides a comprehensive Help Center with user manuals, FAQs, troubleshooting guides, and options to schedule support calls, including a dedicated portal for enterprise clients. iHealthScreen (iPredict Eye Screening) does not explicitly detail its support or documentation resources in the provided facts or readily available online information.

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) iPredict Eye Screening
Name Eko Murmur Analysis Software (EMAS) iPredict Eye Screening
Company Eko Devices iHealthScreen
Primary Focus Detect and differentiate heart murmurs, providing clinical decision support for early detection of heart and lung disease. AI-powered screening for age-related macular degeneration (AMD), Diabetic Retinopathy (DR), Glaucoma, and risk prediction for systemic diseases.
Target Patient Population Adult and pediatric patients Patients aged 50 years and older (for AMD); general for DR, Glaucoma, and systemic risk prediction.
Key Detections/Analysis FDA-cleared AI for murmur detection, differentiates innocent and structural heart murmurs, analyzes heart sound (PCG) and optional ECG data, AFib detection (with CORE 500u2122). AI-Based Screening for Diabetic Retinopathy (DR), Age-related Macular Degeneration (AMD), Glaucoma; Online Health Risk Prediction System for Diabetic, Stroke, and Heart Attack patients.

Videos

Demos, reviews, and walkthroughs featuring Eko Murmur Analysis Software (EMAS) and iPredict Eye Screening.

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Frequently Asked Questions

Tool A, Eko Murmur Analysis Software (EMAS), integrates with Eko digital stethoscopes during auscultation, providing real-time clinical decision support and generating PDF reports. Tool B, iPredict Eye Screening, offers a quick, non-invasive screening completed in under 5 minutes, with a fully automated report generated in less than 60 seconds, fitting into primary care or ophthalmology workflows.
Tool A provides PDF report generation that is 'EHR compatible' and can be automatically pushed to the EHR, supporting a simplified process to include health information into the patient's chart. Tool B explicitly offers 'Electronic Health Record (EHR) Solutions' and integrates with EHR and telemedicine services, implying a more direct and potentially automated data exchange.
Tool A is designed for adult and pediatric patients to detect and differentiate heart murmurs, aiding in the early detection of heart and lung disease. Tool B screens patients aged 50 and older for age-related macular degeneration (AMD), diabetic retinopathy (DR), and glaucoma, and also provides risk prediction for systemic diseases like stroke and heart attack.
Tool A's EMAS algorithm has an overall sensitivity of 85.6% and specificity of 84.4% for murmur detection, with structural murmur detection in adults showing 90.2% sensitivity and 90.6% specificity. Tool B reports high accuracy, approximately 95% on average, with specific metrics for AMD showing 86.86% sensitivity and 94.13% specificity.
Tool A integrates with familiar Eko digital stethoscopes and uses a mobile app with step-by-step guidance, suggesting a relatively low learning curve. Tool B is described as 'easy to operate,' 'non-invasive,' and features an advanced touchscreen interface, with minimum training needed to operate the iPredict models being less than 1 hour.

Backers

Who funded each tool's parent company.

Eko Murmur Analysis Software (EMAS)

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