Real-Time Detection. Predictive Intelligence.
Fast, accurate, consistent AI triage for acute stroke response and transfer decisions.
Hyper Insight AI Detection Solutions
AI software that triages suspected brain hemorrhage within seconds on non-contrast CT and alerts clinicians to potential findings.
Source: Clinical Study Report, Protocol No. SKAIICH-02, Hyper Insight-ICH FDA Clinical Performance Evaluation, Midstate Medical Center, USA.
Radiological computer-aided triage and notification software. Hyper Insight™ – ICH functions as a notification and triage tool — supporting, not replacing, medical judgment. Final diagnosis and treatment decisions remain the responsibility of qualified medical professionals.

Not cleared or approved by the US Food and Drug Administration (FDA). This software is not for clinical use in the United States and is provided for research, evaluation, and educational purposes only. The indication for use in pediatric patients (under 18 years of age) is currently under review by the Ministry of Food and Drug Safety (MFDS) and has not yet received regulatory approval. Clinical use in pediatric populations is subject to the outcome of this review.
Patient-level improvement when radiologists use Medical Insight+™ Brain Hemorrhage vs. unassisted reads.
+3.2% accuracy improvement among non-radiologists — the greatest gain across all reader groups.
ICC improved from Good (0.8475) to Excellent (0.9193). All metrics measured at patient level.
Source: Clinical Study Report, Protocol No. SKAIICH-01, Ver. 2.0, Seoul National University Hospital & Ajou University Hospital, Korea. CRIS: KCT0006734.
Industry-standard integration capabilities available with PurpleAI deployments.
Clinical Evidence
| Without AI | With AI | P- value | |
|---|---|---|---|
| Sensitivity | 94.4% | 97.2% | 0.0017 |
| Specificity | 95.0% | 96.9% | 0.0376 |
| Accuracy | 94.7% | 97.0% | 0.0075 |
| Metric | Rank |
|---|---|
| AUC | #1 |
| Specificity | #2 |
| Speed | #2 |
| Sensitivity | #3 |
Who We Serve
Source: Yun TJ, et al. npj Digital Medicine, Springer Nature (2023). p=0.0072.
What Clinicians Say
It will be very helpful for physicians who lack expertise but must make initial judgments in emergency cases.
Successfully detected small findings and correctly identified negatives as negative. The AI software helps clinicians who have difficulty distinguishing beam hardening artifacts.
When detecting small SAH (subarachnoid hemorrhage), the AI assistance helps accurately review many images in a short amount of time.
What impressed me most was the software's ability to distinguish real hemorrhage from look-alikes. Partial volume artifacts — where bone and brain tissue overlap — can easily mimic a small subarachnoid hemorrhage on CT, and normal intracranial calcifications appear hyperdense enough to fool most deep learning algorithms into flagging them as bleeds. These are areas where even experienced neuroradiologists have to slow down and look twice. PurpleAI's system correctly identified both as non-hemorrhage, avoiding false positives that would otherwise erode a clinician's trust in the tool.
The system consistently detected small-volume hemorrhages that are among the hardest findings to catch on non-contrast CT — thin subdural collections along the anterior falx cerebri, trace subarachnoid blood in a single sulcus. These are the cases that get missed on overnight reads or by physicians who don't specialize in neuroimaging. The AI flagged them accurately and localized them with color mapping, giving the reader a clear starting point instead of having to hunt through every slice.
Testimonials from medical end users at Korean academic university hospitals
See It In Action
Patient ID: 12847 · NCCT
Brain aneurysm suspected
No abnormalities detected
Optimized for all devices
ICH case needs immediate review
On it. Checking now
I'll join the consultation
Mobile DICOM Viewer
Your stroke care team stays connected with real-time mobile notifications and a full-featured DICOM viewer.
Auto Alerts for Suspected ICH
Smart Messaging and Invitations for Instant Case Review
Full Diagnostic-Quality Images Review
Predictive Intelligence
"Advance from rapid stroke detection toward predictive intelligence that anticipates patient trajectories through multimodal data, transforming acute stroke care from reactive response to proactive decision-making."

StrokeShieldAI ArchitectureImaging Data, EHR, Vital Signs flowing into AI Engine producing Result Report and Alert System
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Professor, Harvard Medical School · Vice Chair for Faculty Affairs, Dept. of Emergency Medicine, Mass General Brigham · Director, Center for Neurologic Emergencies, MGH. Research focus: hematoma expansion, risk models, early neurological deterioration.
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PurpleAI provides AI-powered medical imaging analysis software, including Hyper Insight™ and Medical Insight+™ products. These products are intended for use by licensed healthcare professionals and institutions. All products are subject to their respective regulatory clearances and intended use statements.
PurpleAI products are designed to assist — not replace — the clinical judgment of qualified healthcare professionals. AI-generated outputs are advisory in nature and must be reviewed by a licensed clinician before any clinical action is taken. PurpleAI is not responsible for clinical decisions made based on AI outputs.
Hyper Insight™ – ICH is FDA 510(k) cleared (K240353) for clinical use in the United States. Medical Insight+™ products are KFDA-approved and available for Research Use Only (RUO) in the US market. Products labeled "Pipeline" or "In Development" are not cleared for clinical use in any market.
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