Eko Foundation Analysis Software with Transformers (EFAST) vs AI-CVD

Similar category, different focus. These tools serve overlapping but distinct needs. Comparability 70/100 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

Tool A (EFAST) provides real-time AI analysis during auscultation to detect structural murmurs and atrial fibrillation, integrating with digital stethoscopes for point-of-care insights. Tool B (AI-CVD) performs opportunistic screening for cardiovascular and multisystem diseases by analyzing existing CT scans for quantitative imaging biomarkers like coronary artery calcium. While both are FDA-cleared AI tools aimed at early cardiovascular disease detection, they operate on fundamentally different data inputs and cater to distinct clinical workflows.

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

Choose EFAST if your clinical practice requires real-time, AI-assisted cardiac screening during routine physical examinations. This tool is ideal for primary care physicians or cardiologists seeking to quickly identify structural murmurs and atrial fibrillation at the point of care, leveraging digital stethoscopes for immediate, actionable insights without additional imaging.

View Eko Foundation Analysis Software with Transformers (EFAST) →

Choose AI-CVD if…

Choose AI-CVD if your institution aims to opportunistically screen for cardiovascular and multisystem diseases using existing CT scans. This platform is best suited for radiology departments or specialists looking to extract comprehensive cardiac and vascular risk assessments from previously acquired chest and abdominal CTs, without requiring new imaging, radiation, or workflow disruption.

View AI-CVD →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Foundation Analysis Software with Transformers (EFAST) AI-CVD
Pricing Subscription-based, contact for details Unknown
Deployment Cloud-based Software as a Medical Device (SaMD) Unknown
BAA Available Yes AI-estimated Unknown
FDA Status Cleared AI-estimated Unknown
HIPAA Yes AI-estimated Unknown

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)

Tool A (EFAST) offers real-time AI analysis during auscultation and guided exams, seamlessly integrating with Eko digital stethoscopes for direct clinician-patient interaction. This provides immediate, actionable insights at the point of care. While Tool B (AI-CVD) emphasizes 'no workflow disruption' by analyzing existing CT scans, Tool A's interactive, real-time feedback during a physical exam suggests a more direct and intuitive user experience for the clinician.

Clinical Value

AI-CVD

Both tools are FDA-cleared and offer early disease detection. Tool A focuses on highly accurate detection of structural murmurs and AFib. Tool B, however, provides a broader array of quantitative measurements from existing CT scans, including CAC scoring, aortic/mitral valve calcification, cardiac chamber volumetry, and epicardial fat volumetry, enabling opportunistic screening for a wider range of cardiovascular and potentially multisystem diseases. This broader scope of insights from existing data offers a more comprehensive clinical value proposition.

Pricing & Value

Eko Foundation Analysis Software with Transformers (EFAST)

Tool A (EFAST) provides more transparency regarding its pricing model, stating it is 'subscription-based' with 'Eko+ membership (yearly)' and even an equivalent daily cost for its associated hardware (~$2.00/day). Tool B (AI-CVD) only states 'contact for pricing,' offering no public details on its cost structure. This greater transparency from Tool A allows for a clearer understanding of its potential value.

Enterprise Readiness

Eko Foundation Analysis Software with Transformers (EFAST)

Both tools are cloud-based SaMD and FDA-cleared. However, Tool A (EFAST) explicitly confirms 'has_baa': '1' and 'hipaa_compliant': '1', and features 'EMR integration for streamlined documentation'. Tool B (AI-CVD) states 'likely, contact vendor' for BAA and HIPAA compliance, which is less definitive. Tool A's explicit confirmation of key compliance and integration features makes it appear more robustly enterprise-ready.

Innovation

AI-CVD

Both tools demonstrate significant innovation in their respective fields. Tool A innovates by bringing real-time AI analysis directly to the point of care during auscultation. Tool B, however, innovates by leveraging existing CT scans for opportunistic screening, extracting a wide array of quantitative measurements for cardiovascular and multisystem diseases without requiring additional imaging or workflow disruption. This ability to derive extensive new insights from already-acquired data for broad screening represents a particularly innovative approach to maximizing existing resources and uncovering hidden risks on a larger scale.

Support & Docs

Eko Foundation Analysis Software with Transformers (EFAST)

Based on web search, Eko Health (Tool A) provides a comprehensive 'Help Center' with user manuals, FAQs, how-to videos, and various contact options for support, including scheduling calls and submitting tickets. HeartLung Corporation (Tool B) offers a 'Contact Us' section and mentions a 'Knowledge Center' but does not present the same level of detailed, readily accessible support documentation and resources as Eko Health. Therefore, Tool A demonstrates more robust and transparent support and documentation.

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) AI-CVD
Name Eko Foundation Analysis Software with Transformers (EFAST) AI-CVD
Company Eko Health HeartLung Corporation
Primary Input/Modality Seamless integration with Eko digital stethoscopes (e.g., CORE 500) Opportunistic screening from existing chest and abdominal CT scans
Key AI Detections/Analysis AI-powered structural murmur detection; AI-powered atrial fibrillation (AFib) detection Coronary Artery Calcium (CAC) scoring; Aortic wall, aortic valve, and mitral valve calcium analysis; Cardiac chamber volumetry
Specialties Cardiology, Family Medicine, Internal Medicine Cardiology, Pulmonology, Radiology

Videos

Demos, reviews, and walkthroughs featuring Eko Foundation Analysis Software with Transformers (EFAST) and AI-CVD.

Loading videos…
Videos need JavaScript to load. Search YouTube directly →

View all on YouTube

Frequently Asked Questions

Eko Foundation Analysis Software with Transformers (EFAST) assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation. AI-CVD performs opportunistic screening for cardiovascular and multisystem diseases by providing automated CT-derived measurements for conditions such as coronary artery calcium, aortic/mitral valve calcium, and cardiac chamber volumetry.
EFAST provides real-time AI analysis during auscultation and integrates seamlessly with Eko digital stethoscopes, offering enhanced audio and waveform visualization. AI-CVD performs opportunistic screening from existing chest and abdominal CT scans, requiring no additional imaging, radiation, contrast, or workflow disruption.
EFAST utilizes real-time auscultation data, often recorded using Eko Digital Stethoscopes that save in .WAV file format and store in the Eko Cloud. AI-CVD analyzes existing chest and abdominal CT scans to extract quantitative imaging measurements.
EFAST is designed for Cardiology, Family Medicine, and Internal Medicine. AI-CVD is intended for use across Cardiology, Pulmonology, and Radiology specialties.
EFAST reports 93% sensitivity and 91% specificity for AI-powered structural murmur detection, and 95% sensitivity and 94% specificity for AI-powered atrial fibrillation (AFib) detection. AI-CVD focuses on automated CT-derived anatomical and density-based measurements, with specific detection metrics not provided in the description.

Backers

Who funded each tool's parent company.

AI Tool Finder
AI-powered search. Results may not be comprehensive.