StrokeSENS ASPECTS

by Circle Cardiovascular Imaging  · Based in Canada → — Simplify the stroke care pathway by leveraging AI.
Emergency Medicine Neurology Radiology

Subscription-based; contact for pricing
Regulatory Status Disclosed

Overview

StrokeSENS™ is an AI-powered medical imaging software and notification tool developed by Circle Cardiovascular Imaging. It is designed for use by hospital networks and trained professionals to augment acute stroke image analysis, supporting communication and collaboration across stroke teams. The software provides processing tools for predicting ASPECTS (Alberta Stroke Program Early CT Score) on Non-Contrast CT (NCCT) and detecting Large Vessel Occlusion (LVO) on CT Angiography (CTA). StrokeSENS™ delivers notification and communication capabilities for patients suspected of having a large vessel occlusion and offers remote access to imaging on any web-enabled device. It aims to streamline clinical workflow, enhance clinical insights with accessible imaging, and enable network integration and automated information sharing. The system provides real-time notifications and advanced visualizations from routine CT/CTA, allowing front-line clinicians to quickly and effectively manage patients, especially when CTP or MRI is unavailable or unnecessary.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Automated ASPECTS score prediction on NCCT
  • Large Vessel Occlusion (LVO) detection on CTA
  • Visualization of perfusion deficits
  • Real-time notifications and communication capabilities
  • Remote access to imaging on web-enabled devices
  • Vendor-agnostic integration into existing radiological environments (PACS)
  • Locally deployed on dedicated hardware or virtualized environments
  • Automated analysis triggered after image acquisition
  • Processing time of 10-60 seconds
  • DICOM output for perfusion heatmaps and occlusion detection

Use Cases

  • Augmenting acute stroke image analysis
  • Supporting communication and collaboration across stroke teams
  • Workflow triage for suspected large vessel occlusions
  • Identifying early ischemic changes with automatic ASPECTS scoring
  • Visualizing and assessing perfusion abnormalities on routine imaging
  • Streamlining clinical workflow in stroke care

What Physicians Need to Know

Stroke Detection Speed
Processes images in 10-60 seconds, delivering automated results to PACS and mobile devices in minutes from CT acquisition, supporting early engagement of the stroke team.
Brain MRI/CT Analysis
Specializes in CT analysis, providing processing tools for predicting ASPECTS on Non-Contrast CT (NCCT) and detecting Large Vessel Occlusion (LVO) on CT Angiography (CTA). It also visualizes perfusion deficits.
Large Vessel Occlusion Detection
Utilizes AI to identify Large Vessel Occlusion (LVO) on CT Angiography (CTA), including both anterior and posterior circulation. It achieved a mean sensitivity of 89.4% and specificity of 87.4% for LVO detection in a retrospective study.
Triage Prioritization Speed
Designed to assist in workflow triage by automatically flagging suspicious cases and communicating suspected positive findings. It delivers automated results to PACS and mobile devices in minutes from CT acquisition, enabling advanced stroke assessment in a time-critical window.
ASPECTS Score Automation
Provides automatic Alberta Stroke Program Early CT Score (ASPECTS) scoring on non-contrast CT (NCCT) using validated machine-learning algorithms. It enhances reader performance and helps standardize ASPECTS reads with improved sensitivity (+9.7%), specificity (+1.6%), and inter-reader agreement (+28%).
Mobile Notification System
Delivers notification and communication capabilities for patients suspected of having a large vessel occlusion. Through its secure mobile app, stroke teams receive real-time notifications, enabling faster decision-making and treatment. Notifications can be sent via email, workstation, and mobile devices.
Physician Tip

Leverage StrokeSENS for rapid, automated assessment of stroke imaging (ASPECTS, LVO) to expedite diagnosis and treatment decisions. Utilize its standardization of ASPECTS scoring to reduce subjectivity and improve consistency across assessments. Take advantage of the automated mobile notification system for faster communication and coordination within stroke teams, especially for time-critical interventions. The remote access to imaging and results on mobile devices can further streamline workflow.

StrokeSENS is vendor-agnostic and integrates seamlessly into existing radiological environments, including PACS. It can be deployed via AI marketplaces, distribution platforms, or as a stand-alone third-party application. Specific integrations include GE Healthcare's FastStroke software package and Siemens Healthineers' syngo.via workstation. It also integrates with Aidoc's aiOSu2122 platform to provide a comprehensive stroke AI solution.

Details

Category Neurology AI, Radiology & Imaging AI
Pricing Subscription-based; contact for pricing — Subscription; One-time license fee; Based on number of analyses or installations
DeploymentLocally on dedicated hardware; Locally virtualized (virtual machine, Docker); Integration in standard reading environment (PACS); Integration via AI marketplace or distribution platform; Stand-alone third-party application
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status 1 AI-estimated

StrokeSENS ASPECTS Software Application (K250221) is cleared by the U.S. FDA for the detection of Large Vessel Occlusion (LVO) only. The ASPECTS assessment functionality is cleared for clinical use in the European Union, U.K., Canada, and Australia.

Integrations
EHR Not specified
Specialties Emergency Medicine, Neurology, Radiology

What the Web Says

StrokeSENS ASPECTS is an AI-powered medical imaging software developed by Circle Cardiovascular Imaging (Circle CVI) that assists healthcare professionals in evaluating acute ischemic stroke. It automates the Alberta Stroke Program Early CT Score (ASPECTS) on non-contrast CT scans and detects large vessel occlusions (LVO) on CT angiography. The software aims to streamline workflow, enhance diagnostic accuracy, and improve communication among stroke teams, ultimately leading to faster treatment decisions and potentially better patient outcomes.

Overall: Positive

Strengths

  • Automated ASPECTS scoring reduces manual errors and subjectivity, increasing accuracy and consistency in stroke assessments.
  • Enhances reader performance with improved sensitivity (+9.7%), specificity (+1.6%), and inter-reader agreement (+28%).
  • Provides real-time notifications and remote access to imaging on web-enabled devices, facilitating faster communication and collaboration among stroke teams.
  • Streamlines clinical workflow and post-processing of CT ischemic stroke studies, potentially reducing time to diagnosis and treatment.
  • Vendor-agnostic and easily integrates into existing radiological environments (e.g., PACS).
  • Aids in identifying patients who may benefit from life-saving treatments like thrombolysis or mechanical thrombectomy.

Limitations

  • No research papers or evidence on file to support its claims, according to the Health AI Register.
  • StrokeSENS ASPECTS is not for sale in the US and is not approved or cleared by the U.S. FDA.
  • Email notifications are not intended for primary diagnosis and require verification on PACS or a dedicated review station.
  • Manual scoring, while time-consuming, allows for the inclusion of other factors not considered by automated systems.
  • Some studies on similar AI-powered ASPECTS software indicate that expert evaluation is still recommended in cases of pre-existing cerebral abnormalities.

Based on reviews from: Health AI Register, GE HealthCare (United Kingdom), Circle Cardiovascular Imaging (Circle CVI), GE HealthCare (Australia-New Zealand), Aidoc, ResearchGate, Reddit, PMC, YouTube, ASIDE Internal Medicine

Last updated: 2026-07-21

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Press & Coverage

Aidoc
Aidoc Partners with Circle CVI to Integrate AI-Powered ASPECTS Scoring into Stroke Care
Aidoc has partnered with Circle Cardiovascular Imaging (Circle CVI) to integrate StrokeSENS ASPECTS into Aidoc's Full Brain Solution, aiming to enhance stroke care with AI-powered ASPECTS scoring. This collaboration seeks to enable faster, more informed decisions and provide rapid life-saving treatment to patients by automating the scoring process.
unknown
FDA
StrokeSENS ASPECTS Software Application | FDA Radiology AI ...
The StrokeSENS ASPECTS Software Application by Circle Cardiovascular Imaging Inc. is listed as a computer-assisted diagnostic tool designed to assist clinicians, with a regulatory date of July 1, 2025.
2025-07
PubMed
Validation of an Automated ASPECTS Software via a Multi-Reader Multi-Case Clinical Reader Study - PubMed
This study validates StrokeSENS ASPECTS, an AI-based software, demonstrating its safety and effectiveness in aiding clinicians to detect early ischemic changes on non-contrast CT scans and reducing inter-reader variability in acute ischemic stroke evaluations.
2026-06
GE HealthCare
FastStroke with StrokeSENS | GE HealthCare (United Kingdom)
GE HealthCare's FastStroke with StrokeSENS integrates StrokeSENS ASPECTS, using machine-learning algorithms to automatically identify regions of the brain affected by early ischemic changes, thereby assisting physicians in assessing stroke damage.
unknown
Signify Research
Reimbursement, Big Shifts in Breast Imaging & US Policies | Signify Research
Signify Research reported in May 2025 on partnerships in medical imaging AI, highlighting Aidoc's integration of Circle Cardiovascular Imaging's StrokeSENS ASPECTS solution into its Full Brain Solution.
2025-05
ResearchGate
Influence of deep learning image reconstruction and adaptive statistical iterative reconstruction-V on automated Alberta stroke program early CT score- evaluation - ResearchGate
A May 2026 study investigated the influence of deep learning image reconstruction (DLIR) and adaptive statistical iterative reconstruction-V on automated ASPECTS evaluation using StrokeSENS ASPECTS software. The study found that DLIR-M showed the strongest agreement with expert consensus for automated ASPECTS.
2026-05
Innolitics
How to Plan MRMC and Standalone Studies for a 3-Month 510(k) - Innolitics
Innolitics, in September 2025, referenced StrokeSENS ASPECTS Software Application in an article discussing study designs for FDA 510(k) submissions for AI/ML-enabled medical devices, noting its use of 100 CT scans for MRMC studies and 200 CT scans for standalone studies.
2025-09
Innolitics
CINA-ASPECTS (K233342) u2014 FDA 510(k) | Innolitics
Innolitics lists the StrokeSENS ASPECTS Software Application by Circle Cardiovascular Imaging, Inc. with an FDA 510(k) clearance date of July 1, 2025.
2025-07

Videos

Product demos, reviews, and walkthroughs for StrokeSENS ASPECTS.

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Frequently Asked Questions

StrokeSENS ASPECTS is designed for seamless integration into existing radiological environments, delivering automated Alberta Stroke Program Early CT Score (ASPECTS) results to PACS and mobile devices within minutes of CT acquisition. This rapid processing streamlines the workflow by providing quick, standardized assessments of early ischemic changes, which aids clinicians in time-critical decision-making for reperfusion therapies.
Utilizing StrokeSENS ASPECTS enhances diagnostic accuracy and significantly reduces interobserver variability in ASPECTS scoring, leading to more consistent and reliable stroke evaluations. This automation empowers clinicians to make faster, data-driven decisions, potentially reducing the time to treatment and improving patient outcomes in acute ischemic stroke.
StrokeSENS ASPECTS has received clearances from Health Canada and the Therapeutic Goods Administration (TGA) in Australia, and is available for clinical use in the European Union and the UK. However, for automated ASPECTS scoring, StrokeSENS ASPECTS is not currently available for sale in the US and is not FDA-cleared for this specific function, though its Large Vessel Occlusion (LVO) detection component is available in the U.S.
While specific, detailed data privacy measures for StrokeSENS ASPECTS are not extensively outlined in public information, healthcare AI solutions typically adhere to stringent data privacy frameworks and regulations. Integration with platforms like Aidoc's aiOSu2122 suggests a commitment to secure and compliant handling of medical data within hospital networks.
Key alternative AI-powered ASPECTS scoring tools include RAPID ASPECTS and e-ASPECTS (Brainomix). Studies indicate that AI-driven systems, including StrokeSENS ASPECTS, perform comparably to or even better than human readers in detecting early ischemic changes, with some research highlighting RAPID ASPECTS for its high reliability in specific scenarios.
Specific pricing models for StrokeSENS ASPECTS are not publicly detailed in the available information. Generally, healthcare AI solutions are licensed to hospital systems, often through subscription models or per-use agreements, with costs varying based on factors such as the scope of integration, the size of the hospital, and the specific features included.
Limitations of automated ASPECTS scoring can include challenges with brain atrophy and atypical brain anatomies, which may affect segmentation accuracy. While AI systems demonstrate strong overall performance, human expertise remains crucial, particularly in evaluating certain regions like the insular cortex where human readers have shown superior detection.

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Suggest an Edit → | Last Verified: 2026-04-20 | First Added: 2026-04-20
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