uAI Easy Triage ICH
Overview
uAI Easy Triage ICH is a radiological computer-assisted triage and notification software device developed by Shanghai United Imaging Intelligence Co., Ltd. It is specifically indicated for the analysis of non-contrast head CT images. The device leverages artificial intelligence, including convolutional neural networks (CNNs) and advanced image processing, to identify and flag studies with suspected positive findings of intracranial hemorrhage (ICH). By providing active and passive notifications, such as pop-up alerts and alert icons, the software assists trained radiologists in workflow triage, thereby optimizing the prioritization and management of stroke patients. It is a component of the uAI Easy Triage platform, a comprehensive medical imaging communication system designed to integrate and deploy specialized image processing applications, and communicates findings in DICOM format.
Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Key Features
- AI-powered detection of intracranial hemorrhage (ICH)
- Analysis of non-contrast head CT images
- Computer-assisted triage and notification
- Flags studies with suspected positive ICH findings
- Optimizes physician workflow and prioritization
- Provides active and passive notification mechanisms (e.g., pop-up alerts, alert icons)
- Utilizes Convolutional Neural Networks (CNNs) and advanced image processing
- Communicates findings in DICOM format
- Part of the uAI Easy Triage platform
Use Cases
- Rapid identification and flagging of suspected intracranial hemorrhage in CT scans
- Prioritization of critical stroke patient cases
- Optimizing radiologist workflow and efficiency
- Assisting in the triage process for non-contrast head CT images
- Facilitating timely notification of physicians
What Physicians Need to Know
uAI Easy Triage ICH is designed to assist radiologists in rapidly identifying and prioritizing cases of suspected intracranial hemorrhage on non-contrast head CT scans, with a demonstrated sensitivity of 92% and specificity of 95%. The system aims to optimize workflow by providing timely notifications, but it serves as a computer-assisted triage and notification tool, not a definitive diagnostic solution. Radiologists remain responsible for final diagnostic decisions, as the image preview is informational and not for definitive diagnosis.
The uAI Easy Triage ICH software is a component of the broader uAI Easy Triage platform, a comprehensive medical imaging communication system. It is designed to integrate and deploy specialized image processing applications, reading DICOM files, verifying compatibility, executing its algorithm, and communicating findings in DICOM format, compatible with the uAI Easy Triage Platform.
Details
| Category | Neurology AI, Radiology & Imaging AI, Triage & ER/ICU AI |
| Pricing | Contact-for-pricing |
| Deployment | Integrated within medical imaging communication systems (e.g., uAI Easy Triage platform), processes DICOM files. |
| Compliance | |
| BAA Available | Unknown AI-estimated |
| HIPAA Compliant | Unknown AI-estimated |
| FDA Status |
1 AI-estimated uAI Easy Triage ICH received 510(k) clearance (K242292) from the FDA on September 24, 2024. It is indicated for analysis of non-contrast head CT images to assist trained radiologists in triage by flagging studies with suspected positive findings of intracranial hemorrhage (ICH), optimizing physician workflow. |
| Integrations | |
| EHR | Not specified |
| Specialties | Emergency Medicine, Neurology, Radiology |
What the Web Says
uAI Easy Triage ICH is an AI-powered software designed to assist radiologists in triaging non-contrast head CT images for suspected intracranial hemorrhage (ICH). It aims to optimize physician workflow by flagging studies with potential ICH findings, thereby prioritizing critical cases. The software has received FDA clearance, indicating its readiness for clinical use in the US.
Overall: MixedStrengths
- Quickly identifies and flags potential intracranial hemorrhages in CT scans, aiding in treatment prioritization for stroke patients.
- Optimizes physician workflow by flagging suspected positive findings of ICH.
- Achieved FDA clearance in under 60 days with zero deficiencies, demonstrating efficiency and reliability in the regulatory process.
- High sensitivity (92%) and specificity (95%) in detecting ICH, exceeding acceptance criteria.
- Provides both active (pop-up notifications, alert status bar) and passive (icon beside patient's name) notification mechanisms.
- Offers a DICOM image preview feature for radiologists to review.
Limitations
- Some AI triage systems, in general, have been noted to have high false positive rates, potentially leading to alert fatigue.
- One study suggested that AI triage protocols for ICH detection did not improve radiologists' diagnostic performance or report turnaround times.
- Radiologists alone have been shown to outperform AI alone for ICH detection in some studies.
- AI systems may miss certain less common stroke presentations or rarer types.
- Concerns exist about AI's ability to handle complex medical decision-making beyond basic pattern recognition.
Based on reviews from: Empowering FDA Clearance of United Imaging Intelligence Technology in Under 60 Days, uAI Easy Triage ICH - United Imaging Intelligence - Health AI Register, United Imaging Intelligence - Health AI Register, September 24, 2024 Shanghai United Imaging Intelligence Co., Ltd. Nima Akhlaghi Director, Digital Health, AI & Imaging C, AI SOLUTIONS for HEALTHCARE, Systematic analysis of the test design and performance of AI/ML-based medical devices approved for triage/detection/diagnosis in the USA and Japan - PMC, Are you guys already using AI at work? If so, how advanced is it? : r/Radiology - Reddit, Does AI actually improve radiologists' diagnostic performance for ICH? - AuntMinnie, AI Triage? : r/msp - Reddit, Radiologists do you actually use AI or is it just sitting there? - Reddit, Standalone AI Versus AI-Assisted Radiologists in Emergency ICH Detection: A Prospective, Multicenter Diagnostic Accuracy Study - PMC, Real-World Performance of AI-Powered ICH Triage System - Medires Publishing, AI Triage Tool from mlHealth Cleared by FDA for Non-Contrast CT Scan Review - Xtalks, AI outperforms doctors in Harvard trial of emergency triage diagnoses - Reddit, Is there a need for Patients / ERs / Clinics to use AI to help with triage? - Reddit, AI beats primary care doctors in Harvard trial of emergency triage diagnoses
Last updated: 2026-07-20
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