Eko Foundation Analysis Software with Transformers (EFAST) vs Merge PACS

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 is a specialized AI tool for real-time detection of structural murmurs and atrial fibrillation using stethoscope data during routine exams. Merge PACS, conversely, is an enterprise-level Picture Archiving and Communication System (PACS) designed to manage and streamline multi-modality imaging workflows, offering a platform for integrating various third-party AI applications. While both serve cardiology, EFAST provides direct diagnostic AI at the point of care, whereas Merge PACS offers the infrastructure for imaging data management and AI integration across a health system.

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

Choose EFAST if your clinic or practice requires real-time, AI-powered cardiac screening at the point of care during routine physical examinations. This tool is ideal for quickly identifying structural murmurs and atrial fibrillation with high accuracy, enabling immediate, actionable insights for early detection and referral. It's best suited for clinicians seeking to augment their auscultation skills with AI directly through a digital stethoscope.

View Eko Foundation Analysis Software with Transformers (EFAST) →

Choose Merge PACS if…

Choose Merge PACS if your multi-site health system or large imaging department needs an enterprise-level solution for comprehensive image archiving, communication, and advanced diagnostic interpretation across various modalities. This system is designed to streamline complex radiology and cardiology workflows, consolidate imaging data, and integrate third-party AI applications into a unified worklist for enhanced efficiency and diagnostic accuracy. It's ideal for managing a high volume of imaging studies and orchestrating AI insights across an entire organization.

View Merge PACS →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Foundation Analysis Software with Transformers (EFAST) Merge PACS
Pricing Subscription-based, contact for details Contact vendor
Deployment Unknown Cloud-based
BAA Available Yes AI-estimated Unknown
FDA Status Cleared AI-estimated Yes AI-estimated
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)

EFAST focuses on real-time AI analysis during auscultation with seamless integration with Eko stethoscopes, suggesting a streamlined and intuitive workflow for a specific clinical task. While Merge PACS offers extensive customization for enterprise imaging, EFAST's design emphasizes immediate, point-of-care usability for its targeted function.

Clinical Value

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST provides direct, quantifiable clinical value through its AI algorithms for structural murmur detection (93% sensitivity, 91% specificity) and AFib detection (95% sensitivity, 94% specificity). Merge PACS, while crucial for workflow and integrating third-party AI, primarily offers an infrastructure platform rather than its own direct diagnostic AI with specified performance metrics.

Pricing & Value

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST offers more transparency regarding its pricing model, mentioning a subscription-based approach, Eko+ membership, and a daily cost for its stethoscope technology. Merge PACS only states 'contact vendor' for pricing details, making it impossible to assess its value proposition without direct engagement.

Enterprise Readiness

Merge PACS

Merge PACS is explicitly described as an 'enterprise-level Picture Archiving and Communication System (PACS)' designed for 'multi-site health systems' with 'enterprise-wide image management' and flexible deployment options (on-premise, cloud, hybrid). While EFAST offers EMR integration and cloud storage, it is a specialized tool compared to the comprehensive enterprise imaging platform of Merge PACS.

Innovation

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST demonstrates direct innovation by applying advanced, FDA-cleared AI (including 'Transformers') in real-time to a traditional clinical procedure like auscultation, providing immediate diagnostic insights at the point of care. Merge PACS innovates in providing a robust platform for integrating and managing various AI tools and imaging data across an enterprise, but EFAST's innovation is more about the direct application of cutting-edge AI to a specific clinical problem.

Support & Docs

Tie

Neither the provided structured facts nor general web searches offer sufficient comparative detail on the quality or extent of support and documentation for either product. Both Eko Health and Merative are established companies that provide support resources for their products, but a head-to-head distinction cannot be made based on available information.

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) Merge PACS
Primary Function Advanced, FDA-cleared AI model for identifying structural murmurs and detecting atrial fibrillation, providing real-time cardiac insights during routine exams. Enterprise-level Picture Archiving and Communication System (PACS) that streamlines radiology workflows, consolidates imaging data, and integrates AI insights across multi-site health systems.
Company Eko Health Merative
Key AI Capabilities 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. AI integration and readiness (single worklist access to 3rd party AI applications).
Integration Capabilities Seamless integration with Eko digital stethoscopes (e.g., CORE 500); EMR integration for streamlined documentation. Integration with EMR/EHR, RIS, HIS, and VNA systems.
Supported Specialties Cardiology, Family Medicine, Internal Medicine Cardiology, Radiology

Videos

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

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Frequently Asked Questions

EFAST by Eko Health is an AI model designed to assist clinicians in real-time during routine exams by identifying structural murmurs associated with heart disease and detecting atrial fibrillation. In contrast, Merative Merge PACS is an enterprise-level Picture Archiving and Communication System that streamlines radiology workflows, consolidates imaging data, and integrates AI insights across multi-site health systems for multi-modality diagnostic interpretation.
EFAST is tailored for Cardiology, Family Medicine, and Internal Medicine, focusing on cardiac auscultation. Merge PACS is designed for Cardiology and Radiology, providing comprehensive imaging management and diagnostic support across various modalities.
EFAST offers seamless integration with Eko digital stethoscopes and EMR systems for streamlined documentation. Merge PACS provides extensive integration capabilities with EMR/EHR, RIS, HIS, and VNA systems, and offers a single worklist for accessing third-party AI applications.
EFAST features built-in AI for real-time structural murmur detection (93% sensitivity, 91% specificity) and atrial fibrillation detection (95% sensitivity, 94% specificity) during auscultation. Merge PACS provides a platform for AI integration and readiness, allowing single worklist access to third-party AI applications rather than embedding its own specific diagnostic AI for cardiac conditions.

More matchups featuring Eko Foundation Analysis Software with Transformers (EFAST) or Merge PACS

Backers

Who funded each tool's parent company.

Eko Foundation Analysis Software with Transformers (EFAST)

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