Our solution

Workflow & Features

AI4CMR uses deep learning for precise segmentation of key cardiovascular structures – from LV/RV myocardium to vital vessels and valves. Our AI also classifies wall motion for quick cardiac function assessment, enabling smart flagging to prioritize critical cases in your PACS/RIS.

Fully customise your workflow

AI4CMR empowers you with unparalleled access to cardiovascular imaging. Our cutting-edge, web-based visualization tool allows you to securely view and analyze crucial CMR images directly in your browser, anytime, anywhere. Experience a truly flexible platform with a customizable home view tailored to display the CMR data most vital to you. Seamlessly navigate through a patient’s complete daily assessment, all within a single, intuitive interface designed to streamline your workflow and enhance diagnostic confidence.

End-to-End AI-Powered CMR Analysis

At AI4CMR, we streamline cardiovascular image analysis with an intelligent, end-to-end platform designed to optimize workflow efficiency and clinical precision. Our solution securely connects to your PACS or VNA, automatically retrieving CMR sequences to initiate a fast, reliable process from the moment data enters the system.

With built-in anonymization and automated sorting, our platform ensures data integrity and compliance while reducing manual workload. Advanced AI then identifies each relevant sequence and routes it to specialized cardiovascular analysis modules. These modules deliver high-accuracy segmentation and classification of cardiovascular structures—empowering care teams with actionable insights, accelerating turnaround times, and supporting confident, data-driven diagnoses.

The result: enhanced operational efficiency, reduced variability, and improved patient care—all within your existing imaging infrastructure.

The AI4CMR approach vs traditional CMR reporting

Based on our experience, we believe AI4CMR can deliver very high value in CMR interpretation, enabling cardiologists to take more accurate and timely diagnoses, ultimately leading to improved patient outcomes.

Carlos Cardoso Country Manager Spain, Portugal and Saudi Arabia, Sectra Medical

I have no hesitation in recommending AI4MedImaging as a trusted partner for any organization seeking cutting edge AI solutions in medical imaging.

João Guimarães Head of Cardiology, Unilabs

AI4CMR holds significant promise in enhancing the diagnostic capabilities of CMR providing clinicians with valuable qualitative and quantitative insights into cardiac structure and function.

Hugo Robalo MR Modality Manager, GE Healthcare

Zero Clicks, AI Automated

Zero-click AI Automated Function analysis

Zero-click AI-based tool for Cardiac Function Analysis.
Automatic segmentation of the cardiac chambers on all slices and all frames.
Automatic cardiac function quantification of key metrics, including ejection fraction, stroke volumes, and myocardial mass, saving valuable time for clinicians.
Automatic detection of ED and ES timepoints for cardiac function quantification, with the chances of manual revision.

Embedded directly within your patient list for seamless workflow integration.*

Automatic global wall motion classification, directly embedded in your patient list for seamless workflow integration.

*Automated Diseases Classification is CE-Marked for clinical use. Pending for FDA

Myocardial Parametric Mapping

Measure relaxation times with parametric T1, T2, and T2* maps at specific regions of interest (ROI) for detailed myocardial analysis.

AHA Bullseye Plot Generation for T1 and T2

Automatically generate bullseye plots showing mean T1/T2 values per myocardial segment.

ECV Map Generation*

ECV maps derived from paired pre- and post-contrast T1 data, incorporating hematocrit values for accurate quantification.

Visualize T2* Decay Curves*

Display fitted T2* decay curves with ROI-based curve fitting for enhanced for iron load characterization.

*ECV Map Generation and T2* Decay Curves pending Regulatory Approval

2D Flow*

Quantification

Fast and insightful automatic Segmentation and Quantification of any cardiac vessel, based on initial seed-point for analysis.

Blood Flow Profiles Visualization

Gain real-time insights with dynamic blood flow profiles, displayed through easy-to-interpret velocity and flow curves for accurate analysis.

*Automated analysis of vessels flow is CE-Marked for clinical use. Pending for FDA

Myocardial Stress & Rest Perfusion

Streamlined Myocardial Perfusion Analysis

Easily navigate through rest and stress protocols with synchronized frames, enabling clear and efficient qualitative perfusion assessment and a comprehensive diagnostic of myocardial conditions such as myocarditis,amyloidosis, Fabry or diffuse fibrosis.

Late Gadolinium Enhancement

Intuitive Evaluation

Effortlessly navigate both short-axis and long-axis views with automatic cross-referencing for precise, intuitive image analysis.

Fully Automated Segmentation and Quantification*

Achieve accurate delineation of the left ventricular myocardium and fibrotic tissue, quantify myocardial scar tissue and classify fibrosis patterns for enhanced diagnostic accuracy with AI-driven segmentation.
- Myocardium Quantification: volume and mass.
- Scar Burden: percentage of scarred myocardium – global and per slice.
- Global Fibrosis Pattern Classification – normal, ischemic or non-ischemic.

*Under regulatory approval

Magnetic Resonance Angiography

Multi-Planar Reconstruction (MPR)

Visualise cross-sectional images for precise identification of cardiac conditions.

3D Reconstruction

Transform MRA data into detailed 3D models, providing a comprehensive view of the heart’s anatomy for enhanced diagnostic clarity.

Cardiac MR Optimized Clinical Protocols

Navigate CMR images your way with personalized layouts, smart shortcuts and smooth workflow control.

Carlos Cardoso Country Manager Spain, Portugal and Saudi Arabia, Sectra Medical

I have no hesitation in recommending AI4MedImaging as a trusted partner for any organization seeking cutting edge AI solutions in medical imaging.

João Guimarães Head of Cardiology, Unilabs

AI4CMR holds significant promise in enhancing the diagnostic capabilities of CMR providing clinicians with valuable qualitative and quantitative insights into cardiac structure and function.

Hugo Robalo MR Modality Manager, GE Healthcare

Start your Free Trial Today!

No commitment. No special hardware. No fuss.

Frequently asked questions

Yes, AI4CMR is compatible with a wide range of CMR protocols including cine, late gadolinium enhancement (LGE), T1/T2 mapping, 2D flow, and myocardial perfusion. The platform continues to expand support in line with clinical practice and research advancements.

Structured reports are automatically created based on the AI-generated segmentations and measurements. These reports are fully editable, formatted to clinical standards, and can be exported in PDF or DICOM SR formats for seamless integration into your RIS or EHR.

In most cases, AI4CMR delivers a full set of measurements and a structured draft report within just a few minutes of study upload. This drastically reduces time-to-diagnosis and helps streamline decision-making, even in high-volume settings.

Absolutely. Multiple users can access the same study simultaneously via a secure browser interface, enabling collaborative review between radiology, cardiology, and other clinical teams in real time.

AI4CMR automates time-consuming steps like segmentation, quantification, and report generation—reducing manual workload and report turnaround times. It integrates directly into existing RIS/PACS systems, so users work within familiar environments without disruption.