AI-CVD vs Viz RV/LV

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 HeartLung AI
VS
by Viz.ai

AI Verdict

AI-CVD is a broad opportunistic screening platform for various cardiovascular and multisystem diseases, offering comprehensive measurements like cardiac chamber volumetry and CAC scoring. In contrast, Viz RV/LV is a specialized tool focused on automating right and left ventricular diameter measurements from CTPA scans to provide an RV/LV ratio for rapid pulmonary embolism risk stratification. While both analyze heart ventricles from CTs, AI-CVD provides general cardiac volumetry, whereas Viz RV/LV offers a specific metric for PE assessment.

Choose AI-CVD if…

Choose AI-CVD if your primary objective is opportunistic, comprehensive screening for a wide range of cardiovascular and multisystem diseases using existing CT scans. This platform is ideal for identifying hidden health risks and providing detailed anatomical and density-based measurements without requiring additional imaging or disrupting current workflows.

View AI-CVD →

Choose Viz RV/LV if…

Choose Viz RV/LV if you require rapid, automated right and left ventricular diameter measurements specifically from CTPA scans for pulmonary embolism risk stratification. This tool is best suited for urgent clinical scenarios where quick assessment of PE severity and seamless integration into a broader care coordination solution are critical for timely intervention.

View Viz RV/LV →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature AI-CVD Viz RV/LV
Deployment Unknown Cloud-based
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

Viz RV/LV

Viz RV/LV offers a more comprehensive and active approach to usability by integrating AI-powered alerts, a high-fidelity mobile DICOM image viewer, and a HIPAA-compliant communication platform to streamline acute care workflows and accelerate treatment decisions. While AI-CVD emphasizes minimal workflow disruption by leveraging existing CT scans for opportunistic screening, Viz RV/LV's integrated solution for rapid response and care team coordination provides a more robust set of usability enhancements for its specific use case.

Clinical Value

AI-CVD

AI-CVD provides broader clinical value through opportunistic screening for a wide array of cardiovascular and multisystem diseases, including coronary heart disease, heart failure, atrial fibrillation, stroke, osteoporosis, liver steatosis, and diabetes, by leveraging existing CT scans. It has demonstrated the ability to predict future cardiovascular and metabolic events, outperforming conventional clinical scores. This comprehensive, multi-system approach for early detection across millions of scans offers significant potential for long-term, widespread clinical impact in preventive care.

Pricing & Value

Viz RV/LV

Both tools lack publicly available pricing information. However, Viz.ai explicitly states that it was the 'first company to be awarded CMS reimbursement for AI' and highlights that organizations using its platform have seen measurable workflow gains, better outcomes, increased productivity, and enhanced hospital economics. This suggests a more established and transparent value proposition in terms of financial viability and return on investment for healthcare systems.

Enterprise Readiness

Viz RV/LV

Viz RV/LV demonstrates stronger enterprise readiness with explicit confirmation of HIPAA compliance and BAA availability in its specifications. Its 'Viz One: Enterprise Platform' is designed for interoperability, scalability, and security, integrating seamlessly with existing PACS, EHR, and cloud environments, and is supported by Microsoft Cloud for Healthcare. Furthermore, Viz.ai has received SOC 2 certification and is deployed in 2,000 hospitals, indicating a robust and secure enterprise-grade solution.

Innovation

Viz RV/LV

While AI-CVD's opportunistic screening across multiple systems is innovative, Viz RV/LV's recent launch of Viz Agent Studio represents a significant leap in empowering healthcare organizations. This new capability allows health systems to build and scale their own custom AI care pathways using natural language, operationalizing clinical guidelines across the enterprise and enabling broader, customizable AI application within clinical workflows. This offers a higher degree of flexibility and adaptability in leveraging AI for diverse clinical scenarios.

Support & Docs

Viz RV/LV

Viz RV/LV clearly outlines a comprehensive support structure, including 24/7 urgent support with a guaranteed 15-minute response time, dedicated clinical specialists, implementation experts, and a customer success team. It also offers in-app and email support with a next business day response. AI-CVD provides contact information and a knowledge center, but lacks the detailed, round-the-clock, and multi-channel support commitment demonstrated by Viz RV/LV.

Feature-by-Feature

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

Feature AI-CVD Viz RV/LV
Primary Function AI-powered quantitative imaging platform for opportunistic screening for cardiovascular and multisystem diseases using existing CT scans. AI algorithm that automates right and left ventricular diameter measurements from CTPA scans for pulmonary embolism risk stratification.
Input Scan Type Existing chest and abdominal CT scans Volumetric CTPA acquisitions
Key Measurements/Analysis Coronary Artery Calcium (CAC) scoring, Aortic wall/valve/mitral valve calcium analysis, Cardiac chamber volumetry, Epicardial fat volumetry, Aorta and pulmonary artery sizing Automated Right Ventricle (RV) to Left Ventricle (LV) ratio measurement
Workflow Integration/Benefits No additional imaging, radiation, contrast, or workflow disruption Seamless component of the Viz PE Solution, AI-powered alerts and notifications to care teams, High-fidelity mobile DICOM image viewer, HIPAA-compliant communication platform for care coordination
Specialties Cardiology, Pulmonology, Radiology Emergency Medicine, Pulmonology, Radiology

Videos

Demos, reviews, and walkthroughs featuring AI-CVD and Viz RV/LV.

Loading videos…
Videos need JavaScript to load. Search YouTube directly →

View all on YouTube

Frequently Asked Questions

AI-CVD is an opportunistic screening platform designed for early detection of hidden health risks related to cardiovascular and multisystem diseases using existing CT scans. In contrast, Viz RV/LV is specifically an AI algorithm that automates right and left ventricular diameter measurements from CTPA scans for rapid pulmonary embolism risk stratification and enhanced care coordination.
AI-CVD performs opportunistic screening using existing chest and abdominal CT scans, including lung cancer screening CT, diagnostic chest CT, CT pulmonary angiography (CTPA), and abdominal and pelvic CT. Viz RV/LV specifically analyzes volumetric CTPA acquisitions to measure the maximal diameters of the right and left ventricles of the heart.
AI-CVD offers automated CT-derived anatomical and density-based measurements, including Coronary Artery Calcium (CAC) scoring, aortic wall, aortic valve, and mitral valve calcium analysis, cardiac chamber volumetry, epicardial fat volumetry, and aorta and pulmonary artery sizing. Viz RV/LV primarily provides automated Right Ventricle (RV) to Left Ventricle (LV) ratio measurements and annotated images showing ventricular measurements.
AI-CVD is designed for opportunistic screening without requiring additional imaging, radiation, contrast, or workflow disruption, as it utilizes existing CT scans. Viz RV/LV is a seamless component of the Viz PE Solution, providing AI-powered alerts and a HIPAA-compliant communication platform for care coordination, which can expedite critical decision-making for pulmonary embolism.
AI-CVD is a quantitative imaging platform focused on comprehensive measurements for early disease detection across multiple systems. Viz RV/LV, as part of the Viz PE Solution, offers AI-powered alerts and notifications to care teams, a high-fidelity mobile DICOM image viewer, and a HIPAA-compliant communication platform for care coordination.

Backers

Who funded each tool's parent company.

AI Tool Finder
AI-powered search. Results may not be comprehensive.