HeartFlow Analysis vs qXR-CTR

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 Qure.ai

AI Verdict

HeartFlow Analysis provides a comprehensive, non-invasive solution for diagnosing and managing coronary artery disease through detailed 3D modeling and advanced metrics from CT scans. Conversely, qXR-CTR automates the measurement of the cardiothoracic ratio from chest X-rays, primarily aiding in the assessment of general heart size and potential heart failure risk. While both are cardiology AI tools, they serve different diagnostic depths and utilize distinct imaging modalities.

Choose HeartFlow Analysis if…

Choose HeartFlow Analysis if you require a comprehensive, non-invasive diagnostic assessment of coronary artery disease, including the functional significance of blockages and detailed plaque characterization. This tool is ideal for patients with suspected CAD who need precise insights into blood flow dynamics and personalized 3D models to guide treatment decisions without invasive procedures.

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Choose qXR-CTR if…

Choose qXR-CTR if your primary need is rapid, automated screening for cardiomegaly and initial assessment of heart failure risk from standard chest X-ray images. This tool is best suited for high-volume environments or primary care settings where a quick, objective measurement of the cardiothoracic ratio can help identify patients who may require further cardiac evaluation.

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Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature HeartFlow Analysis qXR-CTR
Pricing Contact vendor for pricing Unknown
Deployment Cloud-based (AWS) Can be deployed on cloud or on-premise. The Qure.ai app receives DICOM studies via DICOM network protocol from medical systems (PACS/Modality) or can import DICOM from the local system. The received DICOM study is processed in Qure's cloud server, and AI-processed reports are displayed on the app.
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

qXR-CTR

Tool B, qXR-CTR, offers a more straightforward automated measurement of the cardiothoracic ratio from chest X-rays, integrating seamlessly into existing radiology workflows and providing annotated images and structured reports. Its broader qXR platform also includes features like worklist prioritization and pre-filled reports, directly enhancing radiologist workflow efficiency. While HeartFlow Analysis provides complex 3D models and analyses, qXR-CTR's simpler core output and direct workflow enhancements make it slightly more usable for a broader range of clinical users.

Clinical Value

HeartFlow Analysis

HeartFlow Analysis provides a comprehensive and diagnostically definitive solution for coronary artery disease (CAD), offering AI-powered 3D models, FFRct analysis, and detailed plaque characterization with high diagnostic accuracy. Clinical studies demonstrate its ability to significantly impact patient management, reduce unnecessary invasive procedures, and improve cardiovascular mortality outcomes. In contrast, qXR-CTR offers automated CTR measurement for heart size assessment and heart failure risk, serving more as a screening and risk assessment tool rather than a definitive diagnostic one.

Pricing & Value

HeartFlow Analysis

HeartFlow Analysis has a clear advantage with an established fee-for-service model, coverage by Medicare and most U.S. commercial payers, and dedicated Category I CPT codes for its FFRct and Plaque Analysis [JSON]. It has also been recognized by NICE in the UK as significantly more cost-effective, with established funding pathways. qXR-CTR's pricing is not publicly disclosed, and there is no mention of specific CPT codes or established reimbursement pathways, making its value proposition less transparent for healthcare providers [JSON].

Enterprise Readiness

qXR-CTR

While both tools are FDA-cleared, HIPAA compliant, and offer robust integration capabilities, qXR-CTR provides greater deployment flexibility with options for cloud, on-premise, and hybrid installations [JSON, cite: 15]. This versatility can be crucial for larger enterprises with diverse IT infrastructures, specific data governance policies, or stringent security requirements. HeartFlow Analysis is primarily cloud-based (AWS) [JSON].

Innovation

HeartFlow Analysis

HeartFlow Analysis demonstrates a higher level of technological and scientific innovation by combining AI, 3D modeling, and computational fluid dynamics to derive functional information like FFRct and detailed plaque analysis from standard CT scans [JSON, cite: 5, 11]. This approach transforms a complex diagnostic pathway for coronary artery disease. qXR-CTR's innovation lies primarily in the efficient AI-powered automation of a well-established, simpler metric (CTR) from chest X-rays [JSON, cite: 21].

Support & Docs

HeartFlow Analysis

HeartFlow explicitly details a comprehensive support program, including clinical, operational, technical, and financial resources, along with peer-to-peer education and technology integration assistance. Furthermore, its documentation is interactive, context-sensitive, and available in 12 languages. While Qure.ai is a global company, specific details about the breadth and depth of support and documentation for qXR-CTR are not as extensively outlined in the available information.

Feature-by-Feature

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

Feature HeartFlow Analysis qXR-CTR
Tool Name HeartFlow Analysis qXR-CTR
Company HeartFlow Qure.ai Technologies
Tagline Decisive Coronary Care AI-powered Chest X-ray Solution for Automated Cardiothoracic Ratio Assessment.
Primary Diagnostic Focus Diagnosing and managing coronary artery disease (CAD) by creating personalized 3D models of patients' coronary arteries from standard CT scans. Automates the measurement of the cardiothoracic ratio (CTR) from chest X-ray images, aiding in the assessment of heart size and potential heart failure risk.
Core Technology/Method AI-powered 3D modeling of coronary arteries, Fractional Flow Reserve derived from CT (FFRct) analysis, Plaque Analysis, Computational Fluid Dynamics (CFD). AI-powered automated measurement of cardiothoracic ratio (CTR) from chest X-ray images.

Videos

Demos, reviews, and walkthroughs featuring HeartFlow Analysis and qXR-CTR.

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Frequently Asked Questions

HeartFlow Analysis is designed to deliver a non-invasive solution for diagnosing and managing coronary artery disease (CAD) by creating personalized 3D models of patients' coronary arteries from standard CT scans, including FFRct and plaque analysis. qXR-CTR is an AI-powered software that automates the measurement of the cardiothoracic ratio (CTR) from chest X-ray images, aiding in the assessment of heart size and potential heart failure risk.
HeartFlow Analysis creates personalized 3D models and performs FFRct and plaque analysis from standard CT scans. qXR-CTR automates the measurement of the cardiothoracic ratio (CTR) from chest X-ray images.
HeartFlow Analysis uses a fee-for-service model, is covered by Medicare and most U.S. commercial payers, and has established Category I CPT codes (75580, 75577 for 2026) with CMS payment rates. In contrast, qXR-CTR's pricing details are not publicly disclosed, and its reimbursement model is not specified.

Backers

Who funded each tool's parent company.

HeartFlow Analysis

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