Eko Foundation Analysis Software with Transformers (EFAST) vs LINQ II Insertable Cardiac Monitor

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 is designed for real-time, point-of-care detection of structural murmurs and atrial fibrillation during routine physical exams using a digital stethoscope. In contrast, the LINQ II is an implantable cardiac monitor providing long-term, continuous heart rhythm monitoring for diagnosing various arrhythmias over an extended period. While both leverage AI for cardiac insights, their distinct deployment methods and monitoring durations cater to different stages of cardiac diagnosis and management.

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

Choose EFAST if you require real-time, AI-powered cardiac insights during routine physical examinations or auscultation. This tool is ideal for clinicians in primary care, family medicine, or cardiology seeking immediate detection of structural murmurs and atrial fibrillation at the point of care, leveraging integration with digital stethoscopes for enhanced diagnostic efficiency.

View Eko Foundation Analysis Software with Transformers (EFAST) →

Choose LINQ II Insertable Cardiac Monitor if…

Choose LINQ II if your patient requires long-term, continuous heart rhythm monitoring for the diagnosis of infrequent or paroxysmal arrhythmias that may not be captured during a standard office visit or short-term monitoring. This insertable cardiac monitor is best suited for extended surveillance, offering up to 4.5 years of monitoring with AI-powered accuracy and remote management capabilities.

View LINQ II Insertable Cardiac Monitor →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Eko Foundation Analysis Software with Transformers (EFAST) LINQ II Insertable Cardiac Monitor
Pricing Subscription-based, contact for details Unknown
Deployment Unknown Subcutaneous implant with remote monitoring via mobile app or home communicator.
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 offers real-time AI analysis during auscultation, integrating seamlessly with Eko digital stethoscopes and providing waveform visualization and guided exams. This direct, immediate feedback during a routine physical exam enhances clinician usability at the point of care. LINQ II, while offering remote monitoring, involves an insertable device, making its primary clinician interaction during implantation and remote data review rather than real-time diagnostic assistance during an exam.

Clinical Value

Tie

Both tools offer significant clinical value in different aspects of cardiac care. EFAST provides real-time, actionable insights for structural murmurs (93% sensitivity, 91% specificity) and AFib (95% sensitivity, 94% specificity) during routine exams, aiding in early detection. LINQ II offers long-term, continuous monitoring for up to 4.5 years with AI-powered accuracy for diagnosing elusive arrhythmias and has a pediatric indication, addressing a different critical need in arrhythmia diagnosis. The choice of which provides 'more' value depends heavily on the specific clinical context and patient needs.

Pricing & Value

Eko Foundation Analysis Software with Transformers (EFAST)

EFAST offers more transparency in its pricing model, stating it is subscription-based with an Eko+ yearly membership and a free trial included with stethoscope purchase, with the stethoscope technology costing around $2.00/day. In contrast, LINQ II's pricing is enterprise-based and not publicly disclosed, requiring negotiation with healthcare systems, and does not offer a free trial. This greater transparency and accessibility for individual clinicians or smaller practices gives Tool A an edge in perceived pricing and value.

Enterprise Readiness

LINQ II Insertable Cardiac Monitor

LINQ II demonstrates stronger enterprise readiness with its proven track record of over 1 million patients having received a Medtronic ICM worldwide and its explicit target size ranging from solo to large health systems. While EFAST offers cloud-based deployment, EMR integration, and compliance, Medtronic's extensive global adoption and long-standing presence as a major medical device company indicate a more robust and established enterprise-level infrastructure and support for large-scale deployments.

Innovation

Tie

Both tools showcase significant innovation in their respective domains. EFAST innovates by integrating advanced AI (Transformers) for real-time analysis of auscultation, transforming a traditional diagnostic method at the point of care. LINQ II innovates with its AI-powered long-term insertable cardiac monitoring, remote programming capabilities, and extended battery life, pushing the boundaries of continuous arrhythmia diagnosis and management. Both are at the forefront of applying AI in cardiology, albeit in different clinical applications.

Support & Docs

LINQ II Insertable Cardiac Monitor

Medtronic, as a large, established global medical device company, provides extensive support resources including dedicated technical and patient service lines, reimbursement assistance, and comprehensive product manuals for LINQ II. Eko Health offers support via email, scheduled calls, and a help center with FAQs and user manuals, but its overall infrastructure appears less extensive than Medtronic's broad, multi-channel support system.

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) LINQ II Insertable Cardiac Monitor
Product Name Eko Foundation Analysis Software with Transformers (EFAST) LINQ II Insertable Cardiac Monitor
Company Eko Health Medtronic
Primary Function AI model to assist clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation during routine exams. AI-powered insertable cardiac monitor for long-term, continuous heart rhythm monitoring and diagnosing arrhythmias.
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. AccuRhythmu2122 AI algorithms for enhanced accuracy; Innovative PVC detection algorithm.
Monitoring Duration/Type Real-time AI analysis during auscultation. Up to 4.5 years of continuous monitoring.
Data Management/Integration Seamless integration with Eko digital stethoscopes; Cloud-based recording and secure storage of exams; EMR integration. MyCareLink Heartu2122 mobile app for data transmission; MyCareLink Relayu2122 home communicator option; Remote programming capability.

Videos

Demos, reviews, and walkthroughs featuring Eko Foundation Analysis Software with Transformers (EFAST) and LINQ II Insertable Cardiac Monitor.

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Frequently Asked Questions

EFAST by Eko Health is an FDA-cleared AI model that assists clinicians in real-time identification of structural murmurs associated with heart disease and detection of atrial fibrillation during routine exams. In contrast, the Medtronic LINQ II is an advanced, AI-powered insertable cardiac monitor providing long-term, continuous heart rhythm monitoring for diagnosing arrhythmias over an extended period, up to 4.5 years.
EFAST utilizes AI for real-time analysis during auscultation to detect structural murmurs with 93% sensitivity and 91% specificity, and atrial fibrillation with 95% sensitivity and 94% specificity. The LINQ II employs AccuRhythmu2122 AI algorithms to enhance the accuracy of long-term continuous monitoring, specifically reducing false alerts for atrial fibrillation and pause events.
EFAST is designed for use during routine exams in specialties like Cardiology, Family Medicine, and Internal Medicine to provide immediate cardiac insights for structural murmurs and AFib. The LINQ II is ideal for patients experiencing infrequent symptoms that require long-term monitoring or ongoing management for arrhythmias, and it has a pediatric indication for ages 2 and up.
EFAST offers seamless integration with Eko digital stethoscopes, cloud-based recording, secure storage of exams, and EMR integration for streamlined documentation. The LINQ II utilizes the MyCareLink Heartu2122 mobile app for patient data transmission and offers a MyCareLink Relayu2122 home communicator option for remote monitoring and management through the CareLinku2122 network.

Backers

Who funded each tool's parent company.

Eko Foundation Analysis Software with Transformers (EFAST)

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