Eko Foundation Analysis Software with Transformers (EFAST) vs physIQ Heart Rhythm and Respiratory Module
AI Verdict
Choose Eko Foundation Analysis Software with Transformers (EFAST) if…
Choose EFAST if your primary need is real-time, AI-powered cardiac analysis during in-person auscultation to quickly identify structural murmurs and atrial fibrillation. This tool is ideal for clinicians seeking immediate diagnostic support during routine exams, leveraging enhanced audio and waveform visualization integrated with digital stethoscopes.
View Eko Foundation Analysis Software with Transformers (EFAST) →Choose physIQ Heart Rhythm and Respiratory Module if…
Choose physIQ Heart Rhythm and Respiratory Module if your focus is on continuous, long-term remote patient monitoring using wearable biosensor data to detect subtle physiological changes and early signs of decompensation. This platform excels at establishing personalized patient baselines and providing proactive insights into a patient's evolving health status outside of clinical visits.
View physIQ Heart Rhythm and Respiratory Module →Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Quick Comparison
| Feature | Eko Foundation Analysis Software with Transformers (EFAST) | physIQ Heart Rhythm and Respiratory Module |
|---|---|---|
| Pricing | Subscription-based, contact for details | Contact for pricing |
| Deployment | Cloud-based Software as a Medical Device (SaMD) | Cloud-based platform |
| 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)EFAST (Tool A) offers real-time AI analysis during auscultation, enhanced audio, waveform visualization, and guided exams, seamlessly integrating with Eko digital stethoscopes. This provides a direct, interactive, and immediate user experience for clinicians during a physical examination. In contrast, physIQ (Tool B) focuses on continuous, passive data collection from wearables, which is less about real-time clinician interaction during an exam.
Clinical Value
Eko Foundation Analysis Software with Transformers (EFAST)EFAST (Tool A) provides highly specific and quantified clinical value with 93% sensitivity and 91% specificity for structural murmur detection, and 95% sensitivity and 94% specificity for AFib detection, offering real-time actionable insights during routine exams. While physIQ (Tool B) offers significant value through continuous monitoring and early detection of decompensation, Tool A's direct diagnostic aid with strong, published performance metrics for specific conditions presents a clearer and more immediate clinical benefit in a diagnostic setting.
Pricing & Value
Eko Foundation Analysis Software with Transformers (EFAST)EFAST (Tool A) offers more transparency regarding its pricing model, stating it is subscription-based with an Eko+ yearly membership and even providing an approximate daily cost for its advanced stethoscope technology (~$2.00/day). PhysIQ (Tool B) only states 'contact for pricing,' offering no initial insight into its cost structure.
Enterprise Readiness
physIQ Heart Rhythm and Respiratory ModulePhysIQ (Tool B) explicitly positions itself as an 'industry-leading, enterprise-ready cloud platform' dedicated to continuous data from 'any wearable biosensor,' suggesting a broader and more flexible integration capability for large-scale deployments. While EFAST (Tool A) is cloud-based, HIPAA compliant, has a BAA, and offers EMR integration, Tool B's explicit 'enterprise-ready' claim and agnostic approach to wearable data sources indicate a stronger enterprise focus.
Innovation
physIQ Heart Rhythm and Respiratory ModulePhysIQ (Tool B) demonstrates a broader and potentially more transformative innovation by focusing on AI-based personalized physiology analytics, learning individual patient baselines from continuous wearable biosensor data, and detecting subtle physiological changes and early signs of decompensation. This represents a significant advancement in predictive and proactive healthcare. EFAST (Tool A) is innovative in integrating AI into real-time auscultation, but Tool B's approach to personalized, continuous, and predictive analytics from diverse data sources is a more generalized innovation in digital medicine.
Support & Docs
Eko Foundation Analysis Software with Transformers (EFAST)Eko Health (Tool A) provides a more robust and accessible support infrastructure, including a comprehensive Help Center with FAQs, user manuals, how-to videos, and options for scheduling support calls and submitting tickets. PhysIQ (Tool B) offers general contact information for customer support, but detailed documentation or a dedicated knowledge base is less prominently featured on its public-facing 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) | physIQ Heart Rhythm and Respiratory Module |
|---|---|---|
| Name | Eko Foundation Analysis Software with Transformers (EFAST) | physIQ Heart Rhythm and Respiratory Module |
| Company | Eko Health | physIQ |
| Description | EFAST by Eko Health is an advanced, FDA-cleared AI model that assists clinicians in identifying structural murmurs associated with heart disease and detecting atrial fibrillation, providing real-time, actionable cardiac insights during routine exams. | PhysIQ is the leader in digital medicine, dedicated to generating unprecedented health insight using continuous wearable biosensor data and advanced analytics. Its industry-leading, enterprise-ready cloud platform continuously collects and processes data from any wearable biosensor using a deep portfolio of FDA-cleared analytics. |
| Key Features (Cardiology) | 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; Seamless integration with Eko digital stethoscopes (e.g., CORE 500); Cloud-based recording and secure storage of exams; EMR integration for streamlined documentation | AI-based personalized physiology analytics; Continuous wearable biosensor data collection; FDA-cleared analytics and digital biomarkers; Learns individual patient baseline; Detects subtle physiological changes and early signs of decompensation; Calculates heart rate and heart rate variability; Detects atrial fibrillation; Determines respiration rate |
| Specialties | Cardiology, Family Medicine, Internal Medicine | Cardiology, Critical Care, Pulmonology |
Videos
Demos, reviews, and walkthroughs featuring Eko Foundation Analysis Software with Transformers (EFAST) and physIQ Heart Rhythm and Respiratory Module.
Frequently Asked Questions
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Backers
Who funded each tool's parent company.