Eko Foundation Analysis Software with Transformers (EFAST) vs Ligence Heart

Similar category, different focus. These tools serve overlapping but distinct needs. Comparability 60/100 Comparability is an AI-graded 0–100 score of how directly these two tools compete — higher means a more apples-to-apples comparison.

AI Verdict

EFAST by Eko Health is designed for real-time cardiac insights during auscultation, focusing on structural murmurs and atrial fibrillation detection using digital stethoscopes. In contrast, Ligence Heart automates the analysis and reporting of 2D transthoracic echocardiography images, aiding cardiologists and sonographers with detailed measurements and disease recognition. Therefore, EFAST is suitable for initial screening via auscultation, while Ligence Heart is for in-depth diagnostic analysis of echocardiograms.

Choose Eko Foundation Analysis Software with Transformers (EFAST) if…

Choose EFAST if your primary need is real-time, AI-powered cardiac screening during routine patient examinations using a digital stethoscope. This tool is ideal for clinicians, including those in family medicine or internal medicine, who require immediate insights into potential structural murmurs or atrial fibrillation at the point of care to guide further diagnostic steps or referrals. It streamlines early detection by integrating AI analysis directly into the auscultation process.

View Eko Foundation Analysis Software with Transformers (EFAST) →

Choose Ligence Heart if…

Choose Ligence Heart if your focus is on automating and enhancing the post-acquisition analysis and reporting of 2D transthoracic echocardiography studies. This platform is best suited for cardiology departments and sonography labs seeking to improve efficiency and accuracy in interpreting complex echo data, generating comprehensive reports, and recognizing various cardiac diseases from existing imaging data. It integrates seamlessly with PACS and EHR systems to streamline the entire echocardiography workflow.

View Ligence Heart →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Foundation Analysis Software with Transformers (EFAST) Ligence Heart
Pricing Subscription-based, contact for details Contact-for-pricing
Deployment Cloud-based Software as a Medical Device (SaMD) Cloud-based; on-premise; hybrid
BAA Available Yes AI-estimated Yes AI-estimated
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

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST integrates real-time AI analysis directly into the auscultation workflow with digital stethoscopes, offering immediate feedback and guided exams. This provides a seamless and intuitive experience at the point of care, making it highly usable for clinicians during routine patient encounters.

Clinical Value

Ligence Heart

While EFAST offers crucial point-of-care screening for murmurs and AFib with high sensitivity and specificity, Ligence Heart provides a broader and more in-depth automated analysis of echocardiograms. It covers a wider range of complex cardiac diseases and detailed measurements essential for definitive diagnosis and management by cardiologists, enhancing diagnostic efficiency and accuracy for specialists.

Pricing & Value

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST offers slightly more transparency regarding its pricing structure, including a subscription-based model with a free trial and an approximate daily cost for its hardware (~$2.00/day). Ligence Heart, in contrast, requires contacting the vendor for all pricing details, offering less upfront information to potential users.

Enterprise Readiness

Ligence Heart

Ligence Heart offers greater deployment flexibility with cloud, on-premise, and hybrid options, and explicitly mentions integration with PACS, EHR, and RIS. This comprehensive approach to integration and adaptability within diverse hospital IT infrastructures makes it more robust for enterprise-level adoption compared to EFAST's cloud-based SaMD with EMR integration.

Innovation

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST innovates by bringing FDA-cleared AI for structural murmur and AFib detection directly to the point of care during routine auscultation, transforming a traditional physical exam with real-time insights. This represents a more disruptive and immediate impact on how initial cardiac assessments are performed, making advanced diagnostics accessible at the bedside.

Support & Docs

Eko Foundation Analysis Software with Transformers (EFAST)

Eko Health (Tool A) provides a more extensive and varied range of support resources, including a comprehensive Help Center, user manuals, FAQs, live Q&A sessions, 1:1 phone calls, email support, support ticket submission, video tutorials, and clinical education resources. Ligence Heart (Tool B) offers email support, user manuals, and mentions training videos for operators.

Feature-by-Feature

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

Feature Eko Foundation Analysis Software with Transformers (EFAST) Ligence Heart
Name Eko Foundation Analysis Software with Transformers (EFAST) Ligence Heart
Company Eko Health Ligence
Description EFAST by Eko Health is an advanced, FDA-cleared AI model that assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation, providing real-time, actionable cardiac insights during routine exams. Ligence Heart is an AI-powered web-based platform that automates the analysis and reporting of 2D transthoracic echocardiography, enhancing diagnostic efficiency and accuracy for cardiologists and sonographers.
Key Features AI-powered structural murmur detection (93% sensitivity, 91% specificity); AI-powered atrial fibrillation (AFib) detection (95% sensitivity, 94% specificity); Real-time AI analysis during auscultation; Enhanced audio with noise cancellation and amplification; Waveform visualization and guided exams; Seamless integration with Eko digital stethoscopes (e.g., CORE 500); Cloud-based recording and secure storage of exams; EMR integration for streamlined documentation Automated recognition of echocardiography imaging data; Automated view classification and heart phase prediction; Automated calculation of measurements and report generation; Transfer of echocardiography images (PHI removed) from hospital PACS; Area, Distance, Doppler, and Volume quantification; Disease recognition (Heart failure, cardiomyopathy, pulmonary hypertension, valvular heart diseases); Automated strain, Spectral and Tissue Doppler measurements; Integration with existing systems (PACS, EHR, RIS)
Specialties Cardiology, Family Medicine, Internal Medicine Cardiology

Videos

Demos, reviews, and walkthroughs featuring Eko Foundation Analysis Software with Transformers (EFAST) and Ligence Heart.

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Frequently Asked Questions

Eko Foundation Analysis Software with Transformers (EFAST) assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation during routine exams, providing real-time insights. Ligence Heart, on the other hand, automates the analysis and reporting of 2D transthoracic echocardiography, enhancing diagnostic efficiency and accuracy for cardiologists and sonographers.
EFAST integrates seamlessly with Eko digital stethoscopes, such as the CORE 500, for its real-time AI analysis during auscultation. Ligence Heart is designed to transfer echocardiography images from hospital PACS and offers integration with existing PACS, EHR, and RIS systems.
EFAST is intended for use across Cardiology, Family Medicine, and Internal Medicine, offering broader applicability for routine cardiac screenings. Ligence Heart is primarily focused on Cardiology, providing specialized automated analysis for echocardiography.
EFAST provides AI-powered detection of structural murmurs with 93% sensitivity and 91% specificity, and atrial fibrillation with 95% sensitivity and 94% specificity. Ligence Heart automates calculations for Area, Distance, Doppler, and Volume quantification, and assists in recognizing diseases such as heart failure, cardiomyopathy, pulmonary hypertension, and valvular heart diseases, including automated strain, spectral, and tissue Doppler measurements.

Backers

Who funded each tool's parent company.

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