Scaida BrainCT-ICH
Overview
Scaida BrainCT-ICH is an FDA-cleared AI-powered software solution developed by mlHealth 360, a global healthtech company transforming radiology. This specialized module is designed for the rapid triage and notification of suspected intracranial hemorrhage (ICH) on non-contrast head CT scans in adult patients (ages 22 and above).
The tool integrates seamlessly into existing hospital PACS and RIS workflows, analyzing CT images immediately after acquisition and delivering results in an average of 5.97 seconds. By flagging suspected urgent cases, Scaida BrainCT-ICH helps prioritize a radiologist’s worklist, ensuring that life-threatening findings are reviewed sooner and alleviating operational strain in emergency departments and radiology units. It detects various ICH subtypes, including intraparenchymal, subdural, intraventricular, subarachnoid, and extradural/epidural hemorrhages, and identifies critical indicators such as midline shifts, hyperdense vessels, and ventricular compression.
Scaida BrainCT-ICH boasts high accuracy with a sensitivity of 0.867 and a specificity of 0.887, minimizing false positives to reduce alert fatigue. The software acts as an assistive tool for trained radiologists, providing workflow triage support without altering original medical images or offering primary diagnostic interpretation. It is a cloud-based solution, offering flexibility, scalability, and accessibility for healthcare professionals.
Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Key Features
- AI-powered detection of intracranial hemorrhage subtypes (IPH, SDH, IVH, SAH, EDH)
- Rapid processing time (average 5.97 seconds)
- Workflow triage and prioritization of urgent cases
- Seamless integration with existing PACS and RIS workflows
- High sensitivity (0.867) and specificity (0.887)
- Minimizes false positives to reduce alert fatigue
- Cloud-based solution for flexibility and scalability
- Does not alter original medical images or provide primary diagnostic interpretation
- Identifies critical indicators like midline shifts, hyperdense vessels, ventricular compression
- Trained on diverse datasets from multiple manufacturers (GE, Toshiba, Siemens) and institutions
Use Cases
- Emergency response and trauma units for rapid assessment
- Neurology and stroke centers for timely intervention
- Telestroke and teleradiology networks for remote expertise
- Assisting radiologists in managing high imaging volumes
- Prioritizing time-sensitive studies in acute care settings
- Enhancing diagnostic efficiency and consistency in radiology departments
What Physicians Need to Know
Scaida BrainCT-ICH is designed to be a force multiplier for radiologists, not a replacement for clinical judgment. It assists in workflow triage by flagging suspected intracranial hemorrhages, ensuring that critical cases are reviewed first. The high specificity (0.887) helps minimize false positives, reducing alert fatigue and building trust in the notifications. The device does not alter original medical images and is not intended for primary diagnostic interpretation. It is intended for use in adult patients (ages 22 and above).
Scaida BrainCT-ICH seamlessly integrates with existing Picture Archiving and Communication Systems (PACS) and Radiology Information Systems (RIS) environments. It connects with DICOM web services or other imaging systems to upload scans and return results in compatible formats. The software is designed for scalable deployment across both cloud and on-premises environments.
Details
| Category | Neurology AI, Radiology & Imaging AI, Triage & ER/ICU AI |
| Pricing | Unknown |
| Deployment | Cloud and on-premises environments, seamlessly integrates with existing hospital systems (PACS and RIS) and third-party worklist applications. |
| Compliance | |
| BAA Available | Unknown |
| HIPAA Compliant | Yes AI-estimated |
| FDA Status | Cleared AI-estimated |
| Integrations | |
| EHR | Not specified |
| Specialties | Emergency Medicine, Neurosurgery, Radiology |
What the Web Says
Scaida BrainCT-ICH is an AI-powered software solution developed by mlHealth 360 that has received U.S. FDA 510(k) clearance for triaging suspected intracranial hemorrhage (ICH) on non-contrast head CT scans. It is designed to assist trained radiologists by automatically analyzing scans immediately after acquisition, flagging suspected hemorrhages, and moving these critical cases to the top of the radiologist's worklist to ensure timely review. The system boasts a rapid processing time of approximately 5.97 seconds and aims to minimize false positives to combat alert fatigue.
Overall: PositiveStrengths
- Rapid processing time (average of 5.97 seconds) ensures no workflow delays.
- Minimizes false positives with a specificity of 0.887, reducing alert fatigue for radiologists.
- Seamlessly integrates with existing Picture Archiving and Communication System (PACS) and Radiology Information System (RIS) environments.
- Automates prioritization of critical cases, ensuring life-threatening findings are reviewed first.
- Designed to be a force multiplier for radiologists, optimizing existing resources and delivering immediate return on investment (ROI) for hospital systems.
- Validated across diverse patient populations and multiple scanner manufacturers (GE, Siemens, Toshiba) in six U.S. institutions.
Limitations
- Not intended for primary diagnostic interpretation; it is an assistive tool for workflow triage.
- Does not alter original medical images.
- Does not provide ICH subclassification to the user.
- Not intended for use in patients under 22 years of age.
- The device has no user interface and is a software-only device that has no contact with the patient.
Based on reviews from: neuronewsinternational.com, fda.gov, auntminnie.com, healthandtechnologydistrict.com, xtalks.com, diagnosticimaging.com, onemednet.com, reddit.com, princegeorgenow.com, kelownanow.com, nih.gov, healthmanagement.org, healthcareaiops.com, microsoft.com, peacearchnews.com, manilatimes.net
Last updated: 2026-10-31
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