Brain Hemorrhage Diagnosis Assistance Solution

In cerebrovascular emergencies, timely treatment within
the "golden hour" is vital for improving patient prognosis.
The Medical AI Solution automatically identifies suspected brain hemorrhage regions in brain
CT scans and classifies them by severity, providing volume information to assist clinical review.

Diagnostic Assistance

Automated Detection and Volume Analysis of Brain Hemorrhage

In high-pressure environments like emergency rooms, aview supports healthcare professionals by automatically detecting suspected brain hemorrhage regions and providing precise volume data for timely clinical decision-making.

aview NeuroCAD Quick processing and automatic detection of brain hemorrhages

Triage

Support prioritization of patients based on hemorrhage analysis results.

ICH Volume is automatically calculated and visually presented for each patient.

Healthcare professionals can evaluate hemorrhage severity based on volume information to support clinical triage and patient prioritization.

aview NeuroCAD Prioritization of patients in critical condition

Publications

Refer to the following research papers

These contents represent summaries of scientific
publications and are unrelated to any form of advertising.

Recent advancements in deep learning have led to the proposal of SMART-Net, a supervised multi-task aiding representation transfer learning network, for computer-aided diagnosis (CAD) tasks involving the classification and segmentation of intracranial hemorrhage (ICH) using non-contrast head computed tomography (NCCT).
To prove our SMART-Net framework in real-emergency medical situations, the SMART-Net was evaluated with one internal and three external test sets, including an open-source dataset of ICH, PhysioNet.
The volume-level classification and segmentation results indicated that SMART-Net provides the best balance between sensitivity and specificity and also robust performance to even external datasets.
The deep learning algorithms have been commercialized as part of the aview NeuroCAD system by Coreline Soft, showing potential for improved emergency medical care.

Kyung S, Shin K, Jeong H, Kim KD, Park J, Cho K, Lee JH, Hong G, Kim N. “Improved performance and robustness of multi-task representation learning with consistency loss between pretexts for intracranial hemorrhage identification in head CT.” Med Image Anal. 2022 Oct;81:102489.

More Publications

Intended purpose

AVIEW Brain is intended to support CT interpretation by providing information on abnormal areas suspicious of intracranial hemorrhage and to visualize vasculatures by removing skeletal density.

Intended user

Healthcare professionals, such as radiologists, neuroradiologists, neurosurgeons, and emergency physicians, can interpret brain CT and Head&Neck CT with or without abnormal findings.

Warning

Please use the product for its intended purpose when in use.
Software installed on a PC can be infected by malicious software if it is connected to a network with the following conditions.
1. In case of exposure to malignant code
2. It is recommended to utilize firewall settings and security solutions. In case of not installing a PC Security Solution
If the software is installed on a PC is infected with malicious software, normal software use might be unavailable, or the integrity of the saved data could become corrupt.
Any serious incident that has occurred in relation to the device should be reported to the manufacturer and the competent authority of the Member State in which the user and/or patient is established.

Caution

For detailed information on cautions, please refer to the instructions for use.