Cleerly LABS vs Merge PACS

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 Cleerly
VS
by Merative

AI Verdict

Cleerly LABS is a specialized AI tool focused on comprehensive analysis of coronary CT angiography (CCTA) for heart disease management. In contrast, Merge PACS is an enterprise-level Picture Archiving and Communication System (PACS) designed to manage imaging data and integrate various third-party AI applications across health systems. While both operate within the radiology and cardiology AI space, Cleerly LABS performs specific AI analysis, whereas Merge PACS provides the foundational infrastructure for imaging workflow and AI integration.

Choose Cleerly LABS if…

Choose Cleerly LABS if your primary need is a highly specialized, AI-driven analysis of coronary CT angiography (CCTA) images to precisely detect, quantify, and characterize atherosclerosis and stenosis. This tool is ideal for clinicians focused on personalized heart disease management, risk assessment, and tracking disease progression over time for individual patients.

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Choose Merge PACS if…

Choose Merge PACS if your organization requires an enterprise-level solution for comprehensive image archiving, communication, and workflow management across multiple specialties and sites. This system is best suited for health systems seeking to consolidate diverse imaging data, streamline radiology workflows, and integrate various third-party AI applications into a unified platform.

View Merge PACS →

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Quick Comparison

Feature Cleerly LABS Merge PACS
Pricing Per analysis Contact vendor
Deployment Cloud-based (AWS), web-based application, with on-site Cleerly Proxy for data transfer. On-premise, Cloud, Hybrid
BAA Available Yes AI-estimated Unknown
FDA Status Cleared AI-estimated Yes 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

Merge PACS

Merge PACS emphasizes comprehensive workflow optimization, customization, and a 'frictionless experience' across an enterprise, with specific mentions of 'fewer clicks' and 'faster navigation'. It is designed for diverse physician workflows and is described as 'pretty intuitive when it comes to training'. Cleerly LABS, while web-based and likely having a focused UI for CCTA analysis, does not provide as much detail on broad workflow enhancements or customization for varied user roles.

Clinical Value

Cleerly LABS

Cleerly LABS offers direct, novel clinical insights into coronary artery disease by providing comprehensive, quantitative analysis of plaque, stenosis, and ischemia detection, backed by extensive clinical validation against invasive methods and prognostic utility studies. Merge PACS, while enhancing diagnostic workflows and integrating third-party AI, primarily optimizes the delivery of existing diagnostic information rather than generating new, specific clinical findings itself.

Pricing & Value

Cleerly LABS

Cleerly LABS offers transparent pricing per analysis, with a clear retail and discounted rate, allowing for direct cost assessment. While the total patient cost can be significant and often out-of-pocket, the transparency is a strong point. Merge PACS, typical for enterprise solutions, requires contacting the vendor for pricing details, which lacks transparency and makes direct value comparison challenging.

Enterprise Readiness

Merge PACS

Merge PACS is explicitly an 'enterprise-level' PACS designed to streamline radiology workflows, consolidate imaging data, and integrate AI across multi-site health systems, offering flexible on-premise, cloud, and hybrid deployment options. Its extensive integration capabilities with EMR/EHR, RIS, HIS, and VNA systems demonstrate its robust readiness for large-scale healthcare environments. Cleerly LABS, while cloud-based and offering integration via a proxy, is a specialized analysis tool rather than a comprehensive enterprise imaging platform.

Innovation

Cleerly LABS

Cleerly LABS demonstrates higher innovation by directly applying AI to CCTA for comprehensive, quantitative analysis of coronary plaque, stenosis, and ischemia, aiming to establish a 'new standard of care' for heart disease prevention. This represents a novel diagnostic capability. Merge PACS, while innovative in its enterprise-level workflow orchestration and seamless integration of third-party AI applications, primarily acts as an enabling platform rather than providing direct, novel AI-driven clinical insights itself.

Support & Docs

Merge PACS

Merge PACS demonstrates stronger support and documentation, with user comments explicitly praising the vendor's support and engagement, including on-site training for radiologists during implementation. The need for comprehensive training and change management for a PACS system is also highlighted. Cleerly LABS implies the necessity of trained users and provides an 'Indications for Use' document, but lacks specific details about its support structure or user training programs in the provided information.

Feature-by-Feature

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

Feature Cleerly LABS Merge PACS
Primary Function AI-powered, FDA-cleared web-based software for comprehensive analysis of coronary CT angiography (CCTA) to detect, quantify, and characterize atherosclerosis and stenosis, aiding in personalized heart disease management. Enterprise-level Picture Archiving and Communication System (PACS) that streamlines radiology workflows, consolidates imaging data, and integrates AI insights across multi-site health systems. It supports multi-modality diagnostic interpretation.
Company Cleerly Merative
Key Feature: AI Application Focus AI-powered CCTA image analysis, comprehensive coronary plaque assessment (volume, type), stenosis detection and quantification, ischemia detection (with Cleerly ISCHEMIA module). AI integration and readiness (single worklist access to 3rd party AI applications).
Key Feature: Data Management/Workflow 3D visualization of coronary arteries, personalized heart disease risk assessment, tracking disease progression over time, integration with PACS, RIS, EHR via Cleerly Proxy. Customizable, composite worklist for multiple specialties, enterprise-wide image management and consolidation, integration with EMR/EHR, RIS, HIS, and VNA systems, secure web-based access for remote reading.

Videos

Demos, reviews, and walkthroughs featuring Cleerly LABS and Merge PACS.

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Frequently Asked Questions

Cleerly LABS is an AI-powered, FDA-cleared web-based software specifically for comprehensive analysis of coronary CT angiography (CCTA) to detect, quantify, and characterize atherosclerosis and stenosis. Merge PACS is an enterprise-level Picture Archiving and Communication System (PACS) that streamlines radiology workflows, consolidates imaging data, and integrates AI insights across multi-site health systems for multi-modality diagnostic interpretation.
Cleerly LABS integrates with PACS, RIS, and EHR systems via its on-site Cleerly Proxy for data transfer. Merge PACS offers broad enterprise-wide integration with EMR/EHR, RIS, HIS, and VNA systems, and supports integration with existing PACS and RIS systems.
Cleerly LABS is an AI-powered tool that directly performs CCTA image analysis for comprehensive coronary plaque assessment, stenosis detection, and ischemia detection. Merge PACS is designed for AI integration and readiness, providing single worklist access to third-party AI applications and algorithms.
Merge PACS is an imaging management system that integrates AI insights from third-party applications and offers multi-modality diagnostic interpretation. However, it does not inherently provide the specific AI-powered comprehensive coronary plaque assessment, stenosis quantification, and ischemia detection that Cleerly LABS specializes in for CCTA.

Backers

Who funded each tool's parent company.

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