Eko Foundation Analysis Software with Transformers (EFAST) vs physIQ Heart Rhythm and Respiratory Module

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 to assist clinicians with real-time cardiac insights during routine auscultation, primarily detecting structural murmurs and atrial fibrillation using digital stethoscopes. In contrast, physIQ's module leverages continuous wearable biosensor data for personalized physiology analytics, focusing on detecting subtle changes and early signs of decompensation, including atrial fibrillation, over time. Therefore, EFAST is suited for point-of-care diagnostic enhancement, while physIQ is geared towards continuous remote patient monitoring.

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 Module

PhysIQ (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 Module

PhysIQ (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.

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Frequently Asked Questions

EFAST by Eko Health analyzes real-time auscultation data collected via Eko digital stethoscopes, along with electrocardiograms (ECGs) when available. In contrast, physIQ Heart Rhythm and Respiratory Module processes continuous data from any compatible wearable biosensor, including ECG signals and movement data.
EFAST is designed to identify structural murmurs associated with heart disease and detect atrial fibrillation (AFib) during routine exams. The physIQ Heart Rhythm and Respiratory Module calculates heart rate and heart rate variability, detects atrial fibrillation, and determines respiration rate, also identifying subtle physiological changes and early signs of decompensation.
EFAST detects atrial fibrillation with a reported 95% sensitivity and 94% specificity during routine exams. The physIQ Heart Rhythm and Respiratory Module also detects atrial fibrillation using its FDA-cleared analytics on continuous wearable biosensor data, but specific sensitivity and specificity metrics for AFib detection are not provided in the given information.
Yes, EFAST requires seamless integration with Eko digital stethoscopes, such as the CORE 500, for data input. The physIQ Heart Rhythm and Respiratory Module, however, is designed to collect and process data from any compatible wearable biosensor.
EFAST assists clinicians in providing real-time, actionable cardiac insights during routine physical exams by identifying structural murmurs and detecting AFib. The physIQ Heart Rhythm and Respiratory Module focuses on generating unprecedented health insight using continuous wearable biosensor data and advanced analytics to detect subtle physiological changes and early signs of decompensation, often for remote patient monitoring.
EFAST is primarily designed for Cardiology, Family Medicine, and Internal Medicine. The physIQ Heart Rhythm and Respiratory Module is intended for use in Cardiology, Critical Care, and Pulmonology.

Backers

Who funded each tool's parent company.

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