Eko Foundation Analysis Software with Transformers (EFAST) vs CAC Software

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.
VS
by 4DMedical (Imbio CAC Software)

AI Verdict

Tool A (EFAST) is designed for real-time detection of structural murmurs and atrial fibrillation during auscultation, making it suitable for routine exams and early screening. Tool B (CAC Software) specializes in quantifying coronary artery calcification from CT scans to assess coronary artery disease risk. While both are cardiology AI tools, they address different diagnostic stages and utilize distinct data inputs (audio vs. imaging).

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

Choose EFAST if your primary goal is real-time, AI-assisted screening for structural murmurs and atrial fibrillation during routine patient auscultation. This tool is ideal for clinicians seeking immediate, actionable cardiac insights at the point of care, leveraging digital stethoscope technology for early detection and enhanced diagnostic confidence.

View Eko Foundation Analysis Software with Transformers (EFAST) →

Choose CAC Software if…

Choose Imbio's CAC Software if you need automated, quantitative analysis of coronary artery calcification from non-contrast chest CT scans. This solution is best suited for radiologists and cardiologists aiming to provide detailed risk stratification for coronary artery disease based on objective imaging biomarkers, integrating seamlessly into existing DICOM workflows.

View CAC Software →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Foundation Analysis Software with Transformers (EFAST) CAC Software
Pricing Subscription-based, contact for details Unknown
Deployment Unknown Cloud-based (SaaS), integrates with PACS
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)

Tool A (EFAST) offers a highly interactive and intuitive user experience by integrating directly into the real-time auscultation workflow, providing immediate, actionable insights during patient encounters through seamless operation with Eko stethoscopes and guided exams. Its design for real-time, point-of-care use during a physical exam makes it particularly accessible and easy to master for clinicians.

Clinical Value

Eko Foundation Analysis Software with Transformers (EFAST)

Tool A (EFAST) provides real-time, actionable cardiac insights for identifying structural murmurs (93% sensitivity, 91% specificity) and detecting atrial fibrillation (95% sensitivity, 94% specificity) during routine exams. Additionally, it has FDA clearance for detecting low ejection fraction, an indicator of heart failure, with a sensitivity of nearly 75% and specificity of 77.5% for LVEF less than 40%, providing actionable signals in 15 seconds. This broad, real-time diagnostic support at the point of care offers immediate clinical impact across multiple critical conditions.

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 an Eko+ yearly membership, and notes that its advanced stethoscope technology costs approximately $2.00/day, including a free trial with stethoscope purchase. Tool B (CAC Software) only states 'contact for pricing,' offering no public insight into its cost structure.

Enterprise Readiness

CAC Software

Tool B (CAC Software) demonstrates greater enterprise readiness by offering flexible deployment options including Cloud, On-premise, and Partner platforms, and explicitly integrates into existing DICOM viewing workflows and various PACS systems. This adaptability to diverse IT infrastructures and existing clinical workflows is crucial for large healthcare organizations, whereas Tool A is primarily cloud-based SaMD.

Innovation

Eko Foundation Analysis Software with Transformers (EFAST)

Tool A (EFAST) showcases a more disruptive innovation by applying 'Transformers' based AI for real-time analysis during auscultation, providing immediate insights for structural murmurs, atrial fibrillation, and recently, low ejection fraction detection at the point of care. This integration of advanced AI into a traditional physical exam workflow represents a significant leap in immediate diagnostic support.

Support & Docs

Eko Foundation Analysis Software with Transformers (EFAST)

Tool A (EFAST/Eko Health) offers a comprehensive Help Center with FAQs and user manuals, live demos, scheduled calls, and a support ticket system with a stated 24-hour response time. While Tool B (Imbio) provides phone, email, and online support with user manuals, Eko's explicit mention of a response time and interactive demos suggests a slightly more proactive and transparent support structure.

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) CAC Software
Product Name Eko Foundation Analysis Software with Transformers (EFAST) CAC Software
Company Eko Health Imbio
Primary AI Function Assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation Automated image post-processing algorithms to determine the location and calculate the amount of calcification within the coronary arteries
Supported Medical Specialties Cardiology, Family Medicine, Internal Medicine Cardiology, Radiology
Key Outputs/Metrics AI-powered structural murmur detection, AI-powered atrial fibrillation (AFib) detection, Real-time AI analysis, Waveform visualization Agatston score, arterial age, calcified lesion mass and volume, 3D visualizations, annotated images

Videos

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

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Frequently Asked Questions

EFAST by Eko Health is designed to assist clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation during routine exams. Imbio's CAC software is used to help radiologists and cardiologists determine the location and calculate the amount of calcification within the coronary arteries from non-contrast chest CT scans.
EFAST analyzes real-time auscultation audio and electrocardiograms (ECGs) recorded using Eko digital stethoscopes. Imbio's CAC software processes non-contrast chest computed tomography (CT) images.
EFAST is intended for Cardiology, Family Medicine, and Internal Medicine. Imbio's CAC software is primarily for Cardiology and Radiology.
EFAST provides AI-powered detection of structural murmurs (93% sensitivity, 91% specificity) and atrial fibrillation (95% sensitivity, 94% specificity), along with waveform visualization and guided exams. CAC software outputs an Agatston score, arterial age, calcified lesion mass and volume, and provides 3D visualizations and annotated images to support risk assessment for coronary artery disease.
EFAST offers seamless integration with Eko digital stethoscopes and EMR integration for streamlined documentation. CAC software integrates into existing DICOM viewing workflows.

Backers

Who funded each tool's parent company.

Eko Foundation Analysis Software with Transformers (EFAST)

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