HeartFlow Analysis vs iPredict Eye Screening

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.
by HeartFlow
VS
by iHealthScreen

AI Verdict

Tool A is a specialized diagnostic tool for coronary artery disease, utilizing CT scans to create 3D models and assess blood flow. Tool B is primarily an AI-powered screening tool for retinal diseases, additionally offering risk prediction for systemic conditions like heart attack based on retinal images. While both contribute to cardiovascular health insights, their primary clinical applications, input data, and diagnostic methodologies are distinct.

Choose HeartFlow Analysis if…

Choose HeartFlow Analysis if you need a highly accurate, non-invasive diagnostic solution for patients with suspected coronary artery disease (CAD). This tool excels at providing personalized 3D models of coronary arteries, FFRct analysis, and plaque characterization from standard CT scans, helping to guide treatment decisions and potentially reduce the need for invasive procedures.

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Choose iPredict Eye Screening if…

Choose iPredict Eye Screening if you are a primary care provider or clinic seeking an efficient, AI-powered screening tool for common retinal diseases like AMD, Diabetic Retinopathy, and Glaucoma. This platform also offers valuable risk prediction for systemic conditions such as stroke and heart attack, making it ideal for quick, non-invasive assessments in a general practice setting.

View iPredict Eye Screening →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature HeartFlow Analysis iPredict Eye Screening
Pricing Contact vendor for pricing Contact for pricing
Deployment Cloud-based (AWS) Cloud-based (Software as a Medical Device), accessible in primary care settings, clinics, hospitals, and online for telemedicine and prediction apps.
BAA Available Yes AI-estimated Unknown
FDA Status Yes 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

iPredict Eye Screening

iPredict Eye Screening explicitly highlights its ease of operation, non-invasive nature, quick test completion (under 5 minutes), and rapid reporting (under 60 seconds), making it highly accessible for various healthcare settings and potentially less specialized staff. HeartFlow, while integrating with existing radiology workflows, does not emphasize the same level of direct user-friendliness or speed for the initial data acquisition and processing steps from the user's perspective.

Clinical Value

HeartFlow Analysis

HeartFlow Analysis has a more established and deeply validated clinical footprint, evidenced by Category I CPT codes, established CMS payment rates, and over 500 peer-reviewed publications, including large randomized trials, demonstrating its diagnostic performance and clinical utility for complex coronary artery disease. iPredict offers broad screening for multiple conditions with good accuracy, but HeartFlow's depth of validation and integration into advanced diagnostic pathways gives it an edge in established clinical value.

Pricing & Value

iPredict Eye Screening

iPredict Eye Screening provides a more transparent estimated per-patient cost range ($10-$20), which is a clear advantage for budgeting and understanding potential value, especially for widespread screening initiatives. While HeartFlow has established reimbursement pathways and CPT codes, its lack of any public pricing estimate makes it less transparent in terms of initial cost assessment.

Enterprise Readiness

HeartFlow Analysis

HeartFlow Analysis explicitly states it has a Business Associate Agreement (BAA), is HIPAA compliant, and FDA cleared, alongside being cloud-based on AWS and offering integration support for PACS and EMR systems. While iPredict Eye Screening is also FDA cleared, HIPAA compliant, and integrates with EHR, the explicit mention of a BAA by HeartFlow provides a higher level of assurance for enterprise-level data security and compliance.

Innovation

Tie

Both tools demonstrate significant innovation. HeartFlow's application of AI, 3D modeling, and computational fluid dynamics for precise, non-invasive FFRct analysis in complex coronary artery disease is highly advanced. iPredict's ability to screen for multiple ocular diseases and predict systemic risks like stroke and heart attack from a single retinal image, coupled with its telemedicine integration, represents a broad and accessible innovation in preventative care.

Support & Docs

HeartFlow Analysis

HeartFlow provides a more explicitly detailed and comprehensive support structure, including dedicated teams for clinical, technical, billing, reimbursement, and integration support, along with educational resources and peer mentorship. iPredict Eye Screening offers contact information and general support channels, but lacks the specific breakdown of extensive support services that HeartFlow clearly outlines.

Feature-by-Feature

Detail beyond the Quick Comparison summary. For pricing, deployment, BAA, FDA, and HIPAA see the Overview tab.

Feature HeartFlow Analysis iPredict Eye Screening
Primary Focus Non-invasive solution for diagnosing and managing coronary artery disease (CAD) by creating personalized 3D models of patients' coronary arteries from standard CT scans. AI-powered screening tool for age-related macular degeneration (AMD), Diabetic Retinopathy (DR), and Glaucoma, with risk prediction for systemic diseases like stroke and heart attack.
Company HeartFlow iHealthScreen
Payer Reimbursement Details Covered by Medicare and most U.S. commercial payers; Category I CPT code for FFRct Analysis (75580) and AI-Enabled Quantitative Plaque Analysis (75577 for 2026); CMS payment rates are established. Estimated $10-$20 per patient (20%-40% of Medicare/commercial payor reimbursement).
Target Specialties Cardiology, Radiology Family Medicine, Internal Medicine, Ophthalmology
Key Diagnostic Capabilities AI-powered 3D modeling of coronary arteries, Fractional Flow Reserve derived from CT (FFRct) analysis, Plaque Analysis (quantification and characterization), Roadmapu2122 Analysis. AI-Based Screening for Diabetic Retinopathy (DR), Age-related Macular Degeneration (AMD), and Glaucoma; Online Health Risk Prediction System for Diabetic, Stroke, and Heart Attack patients; Image Analyzer for Retinal Vessel, Retinal Pathology, and OCT Inspector.

Videos

Demos, reviews, and walkthroughs featuring HeartFlow Analysis and iPredict Eye Screening.

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Frequently Asked Questions

HeartFlow Analysis is designed for diagnosing and managing coronary artery disease (CAD) in patients by creating personalized 3D models of coronary arteries from CT scans, utilizing FFRct and plaque analysis. In contrast, iPredict Eye Screening focuses on AI-powered screening for age-related macular degeneration (AMD), diabetic retinopathy (DR), and glaucoma in patients aged 50 and older, also offering risk prediction for systemic diseases like stroke and heart attack through retinal imaging.
HeartFlow Analysis integrates with standard CT scan workflows to provide advanced diagnostic insights for cardiology and radiology specialists. iPredict Eye Screening is designed for ease of operation with an advanced touchscreen interface, completing tests in less than 5 minutes and reports in under 60 seconds, making it suitable for quick integration into primary care, ophthalmology, and telemedicine settings.
iPredict Eye Screening explicitly offers Electronic Health Record (EHR) Solutions and integrates with EHR and telemedicine services to streamline data flow and access. While HeartFlow Analysis is a commercial-stage medical technology, specific details on its EHR integration depth are not provided in the given information.
HeartFlow Analysis is stated to have high diagnostic accuracy for assessing coronary artery disease, which aids in decisive coronary care and personalized patient insights. iPredict Eye Screening reports high accuracy, approximately 95% on average, with AMD sensitivity at 86.86% and specificity at 94.13%, enabling early detection of retinal and systemic diseases to inform timely interventions.
iPredict Eye Screening offers rapid results, with tests completed in under 5 minutes and reports generated in under 60 seconds, suggesting a quick impact on patient throughput and operational efficiency, especially in screening high volumes. HeartFlow Analysis provides non-invasive diagnostic assessment for CAD, which can potentially reduce the need for more invasive procedures, contributing to operational benefits over time.
HeartFlow Analysis is cloud-based, implying scalability for multi-site deployment, leveraging existing CT infrastructure. iPredict Eye Screening is also cloud-based and accessible in various settings including primary care, clinics, hospitals, and online for telemedicine, indicating its design for broad and flexible deployment across an integrated delivery network.

Backers

Who funded each tool's parent company.

HeartFlow Analysis

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