Aidoc
Claimed
Aidoc
Aidoc continuously monitors relevant medical exams and results across radiology, cardiology, and neurology to identify critical findings, triage patients, and coordinate care. Aidoc’s AI solutions are integrated into clinical workflows, enabling faster diagnosis and treatment with its FDA-cleared AI tools for patient management and care coordination.
Model CardAn applied model card is a standardized evaluation report that assesses an AI model's real-world clinical effectiveness, safety, and trustworthiness, ensuring transparency and accountability in healthcare.
An applied model card is a standardized evaluation report that assesses an AI model's real-world clinical effectiveness, safety, and trustworthiness, ensuring transparency and accountability in healthcare.
BriefCase-Triage for Intracranial Hemorrhage (ICH)
Developer: Aidoc
Summary
The ICH solution is a radiological computer aided triage and notification software indicated for use in the analysis of non-enhanced head CT images in adults aged 18 and older. The device is intended to assist hospital networks and appropriately trained medical specialists in workflow triage by flagging and communication of suspected positive findings of Intracranial hemorrhage (ICH) pathologies. The ICH solution uses an artificial intelligence algorithm to analyze images and highlight cases with detected findings on a standalone desktop application in parallel to the ongoing standard of care image interpretation. The user is presented with notification for cases with suspected findings. Notifications include compressed preview images that are meant for informational purposes only and not intended for diagnostic use beyond notification. The results of the ICH solution are intended to be used in conjunction with other patient information and based on their professional judgment, to assist with triage/prioritization of medical images. Notified clinicians are responsible for viewing full images.
Keywords: None
Uses and Directions
Intended use and workflow: For use in the analysis of non-enhanced head CT images in adults aged 18 and older.
Primary intended users: The BriefCase-Triage is intended to be used by appropriately trained medical specialists.
How to use: The user is presented with notification for cases with suspected findings. Notifications include compressed preview images that are meant for informational purposes only and not intended for diagnostic use beyond notification. The results of the ICH solution are intended to be used in conjunction with other patient information and based on their professional judgment, to assist with triage/prioritization of medical images.
Targeted patient population: Patients 18 and over with non-contrast head CTs.
Cautioned out-of-scope settings and use cases: Only for use in workflow triage, and only for use by appropriately trained medical specialists.
Known risks and limitations, including privacy concerns: The results of Aidoc's solutions are intended to be used in conjunction with other patient information and based on professional judgment, to assist with triage/prioritization of medical images. Notified clinicians are responsible for viewing full images per the standard of care. For false positives, it might take the radiologist additional time to read the scan. For false negatives, it also might take additional time reducing the radiologists' efficiency. Non-availability might do so as well if the radiologists are accustomed to having the Aidoc solution.
Known biases or ethical considerations: None
Clinical risk level: Low
Model type: Custom-built 3D deep convolutional neural network. Output: Binary prediction of suspected ICH cases.
Foundation models used in application: N/A
Output/Input data type: Input: Digital imaging and communications in medicine (DICOM) images.