Eko Foundation Analysis Software with Transformers (EFAST) vs inHEART Models

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.

AI Verdict

EFAST by Eko Health focuses on real-time, AI-powered detection of structural murmurs and atrial fibrillation during routine auscultation, aiding in early diagnosis and general cardiac assessment. In contrast, inHEART Models utilizes AI to create detailed 3D heart models from CT/MR images, specifically for optimizing the planning and execution of complex cardiac ablation procedures. While both are cardiology AI tools, their distinct input data, functionalities, and target stages of care make them complementary rather than direct competitors.

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

Choose EFAST if your clinical practice requires real-time, AI-powered cardiac insights during routine physical examinations to efficiently screen for structural murmurs and atrial fibrillation. This tool is ideal for primary care physicians and cardiologists seeking to enhance early detection and streamline point-of-care diagnostics with seamless integration into digital auscultation workflows.

View Eko Foundation Analysis Software with Transformers (EFAST) →

Choose inHEART Models if…

Choose inHEART Models if your cardiology department specializes in complex image-guided cardiac ablation procedures and seeks to optimize pre-procedural planning and execution. This AI-driven software is best suited for electrophysiologists aiming to create highly detailed 3D digital twin models of the heart from CT/MR images to improve procedural efficiency and patient outcomes.

View inHEART Models →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Foundation Analysis Software with Transformers (EFAST) inHEART Models
Pricing Subscription-based, contact for details Contact for pricing
Deployment Cloud-based Software as a Medical Device (SaMD) Cloud-based
BAA Available Yes AI-estimated Unknown
FDA Status Cleared AI-estimated Cleared 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 (Tool A) focuses on real-time analysis during routine auscultation, integrating seamlessly with digital stethoscopes and EMRs, which suggests a broader and more immediate applicability in a typical clinical workflow. InHEART Models (Tool B) is tailored for complex pre-procedural planning for specialized cardiac ablation, requiring advanced imaging and integration with electroanatomic mapping systems, indicating a more specialized and less broadly 'usable' context.

Clinical Value

inHEART Models

While EFAST (Tool A) offers significant value in early detection of common cardiac conditions during routine exams, inHEART Models (Tool B) demonstrates a quantifiable and substantial impact on complex interventional procedures. Its potential to reduce VT procedure times by 60% and recurrence rates by 38% represents a profound improvement in outcomes for high-stakes cardiac ablation, making its clinical value highly impactful for a specialized patient population.

Pricing & Value

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST (Tool A) provides more transparency regarding its pricing model, mentioning a subscription-based Eko+ membership and an approximate daily cost for its stethoscope technology. InHEART Models (Tool B) offers no publicly disclosed pricing details, requiring direct vendor contact, which makes it challenging to assess its value proposition without further engagement.

Enterprise Readiness

Tie

Both tools are FDA-cleared and cloud-based, indicating a strong foundation for enterprise adoption. EFAST (Tool A) explicitly states HIPAA compliance and BAA readiness. InHEART Models (Tool B) demonstrates SOC2 compliance, which strongly suggests a focus on data security and privacy, and adherence to HIPAA, making both highly prepared for enterprise environments despite slight differences in explicit declarations.

Innovation

inHEART Models

EFAST (Tool A) innovates by bringing real-time AI-powered diagnostics to a traditional stethoscope, enhancing routine cardiac screening. However, inHEART Models (Tool B) stands out with its 'AI-enabled, DIGITAL TWIN OF THE HEART' concept, creating highly detailed 3D models from imaging for optimizing complex cardiac ablation procedures. This 'digital twin' approach represents a more advanced and transformative innovation in personalized interventional cardiology.

Support & Docs

Eko Foundation Analysis Software with Transformers (EFAST)

Eko Health (Tool A) offers a comprehensive and publicly accessible support center with FAQs, user manuals, troubleshooting guides, and multiple contact options, including phone, email, and chat. InHEART (Tool B) mentions dedicated support and training but lacks the same level of readily available public documentation or a self-service knowledge base, giving Tool A an edge in transparent and comprehensive support resources.

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) inHEART Models
Name Eko Foundation Analysis Software with Transformers (EFAST) inHEART Models
Primary AI Focus Assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation, providing real-time, actionable cardiac insights during routine exams. Creates detailed 3D digital twin models of the heart from CT/MR images, optimizing planning and execution of image-guided cardiac ablation procedures.
Specialties Cardiology, Family Medicine, Internal Medicine Cardiology, Radiology
Key AI Capabilities/Outputs 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. AI-driven digital twin of the heart; Automated segmentation of CT and MR images; Highly detailed, interactive 3D cardiac models; Pre-procedural planning and optimization of treatment strategies.
Integration Seamless integration with Eko digital stethoscopes (e.g., CORE 500); EMR integration for streamlined documentation. Seamless integration with major electroanatomic mapping (EAM) systems (Cartou00ae, Rhythmiau2122, Ensiteu2122, Afferau2122).

Videos

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

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Frequently Asked Questions

EFAST assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation during routine exams, providing real-time cardiac insights. In contrast, inHEART Models creates detailed 3D digital twin models of the heart from CT/MR images to optimize planning and execution of image-guided cardiac ablation procedures.
EFAST performs AI analysis during auscultation, utilizing audio data captured by Eko digital stethoscopes. In contrast, inHEART Models uses AI-driven automated segmentation of CT and MR images to create its detailed 3D cardiac models.
EFAST offers seamless integration with Eko digital stethoscopes and EMR systems for streamlined documentation and cloud-based recording. InHEART Models integrates seamlessly with major electroanatomic mapping (EAM) systems like Cartou00ae, Rhythmu2122ia, Ensiteu2122, and Afferau2122 for pre-procedural planning.
EFAST is designed for Cardiology, Family Medicine, and Internal Medicine, providing real-time cardiac insights during routine exams. InHEART Models primarily supports Cardiology and Radiology, focusing on advanced planning for cardiac ablation procedures.
EFAST boasts AI-powered structural murmur detection with 93% sensitivity and 91% specificity, and AFib detection with 95% sensitivity and 94% specificity. InHEART Models has the potential to reduce VT procedure times by 60% and VT recurrence rates by 38%.
Both EFAST and inHEART Models are FDA-cleared medical devices. EFAST is explicitly HIPAA compliant and has a Business Associate Agreement (BAA), while inHEART Models has SOC2 compliance, suggesting a strong focus on data security and privacy.

Backers

Who funded each tool's parent company.

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