autoSCORE AI-enabled EEG Analysis

autoSCORE* is the world’s first analysis tool that leverages advanced deep learning to streamline EEG review and interpretation. With expert-level analysis, autoSCORE flags clinically relevant abnormalities and provides study-level insights across long-term monitoring (LTM), ambulatory and routine studies.

By automating routine assessments and highlighting key findings, autoSCORE saves valuable time, allowing neuro care teams to focus more on patient care and less on manual data review.

 

**Developed by Holberg EEG, autoSCORE is available exclusively with Natus NeuroWorks EEG software (version 10 or higher).

Not available in all countries. Please contact your local sales representative for availability.

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Expert-Level
EEG
Interpretation

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Accelerates
Study
Reviews
With AI

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Helps Guide

Prioritization

 

 

AI-assisted, expert-level EEG review

autoSCORE offers advanced EEG abnormality classification that goes beyond traditional spike and seizure detectors. It not only flags segments with potential abnormalities but also uniquely provides study-level indicators.

  • Automatically classifies detected abnormalities into four subtypes: focal epileptiform, generalized epileptiform, focal non-epileptiform or diffuse non-epileptiform.
  • Provides visual preview of prevalence of abnormalities before opening a study.
  • Helps quickly navigate to abnormal EEG segments based on the type of abnormality and the probability score.

Service and support

Looking for neuro product service or technical support?

Expert-level EEG review across study types

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For LTM studies

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AI-powered insights to help physicians reduce review burden and focus on critical study segments.

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For Ambulatory EEG

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Objective, AI-assisted analysis provides critical support when reviewing recordings more prone to artifacts, with results available while the study runs in the patient’s home.

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For Routine EEG

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Quick, confident routine EEG interpretation support—and help identifying normal studies.

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For EEG service providers

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Designed for faster, more consistent interpretations across large volumes of studies to enhance efficiency.

autoSCORE proven performance

Peer-reviewed, proven performance

Developed using a deep-learning model trained on a dataset of over 30,000 expertly labeled EEG recordings*, autoSCORE has been extensively validated by experts, with results published in peer-reviewed publications.

  • autoSCORE performance is on par with leading human experts, outperforming similar AI models on the market.*
  • Consistently performs with accuracy, sensitivity and specificity near or above 90%.*
  • Available exclusively with Natus NeuroWorks EEG software, the most used and trusted EEG platform in the world.

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Specificity*

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Sensitivity*

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Overall accuracy
(vs. 83% human experts)*

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Normal vs abnormal
(distinguishing)*

*Tveit J, Aurlien H, Plis S, et al. Automated Interpretation of Clinical Electroencephalograms Using Artificial Intelligence.
JAMA Neurol. Published online June 20, 2023. doi:10.1001/jamaneurol.2023.1645

Enhance EEG workflow efficiency

Designed with the user in mind, the autoSCORE application has been seamlessly integrated into NeuroWorks software, providing an intuitive experience. autoSCORE aims to improve efficiency and time to diagnosis, optimizing resources and giving your team more time to spend on patient care.

autoSCORE helps increase productivity when reviewing high volumes of EEGs, streamlines workflow planning by providing a daily overview, and may help reduce interscorer variability to improve overall quality.

Step 1

Start study with autoSCORE enabled

Step 2

Use autoSCORE indications in the study list during recording or upon study completion for workflow planning

Step 3

Review the study by sorting autoSCORE findings according to abnormality type and probability

Step 4

Achieve faster time to report

 

“I like to think of autoSCORE as a colleague of mine who is always looking over my shoulder, and with whom I can always discuss EEG interpretation.”

Harald Aurlien, co-founder of Holberg EEG and consultant in clinical neurophysiology at Haukeland University Hospital

Preview with study-level indicators

 

Easy-to-read visual indicators represent the probability for abnormality in Routine EEGs (>4hr):

    • Normal EEG
    • Probable Normal EEG
    • Probable Abnormal EEG
  • Abnormal EEG
For abnormal EEGs, autoSCORE subclasses according to four clinically relevant categories:

  • • Focal epileptiform
  • • Focal non-epileptiform
  • • Generalized epileptiform
  • • Diffuse non-epileptiform

There is a 99% probability that Patient’s Routine EEG is abnormal, and probability for detected abnormality types is further displayed.

Last First Abnormality Focal Epi Gen Epi Focal Non-Epi Diff Non-Epi
Edwards Nancy 99% 89% 94% 50%

For LTM or ambulatory studies, the study list shows ratios and corresponding pie charts for the number of study segments with abnormality versus the total number of study segments.

Last First Abnormality Focal Epi Gen Epi Focal Non-Epi Diff Non-Epi
Virotsko Cynthia 3/9 3/9 1/9 0/9 0/9

Detailed analysis with marker level assessments

autoSCORE for EEG analysis & interpretation

Support your whole team with AI-powered analysis

Clinical care teams

Helps quickly identify & prioritize cases

Hospital administrators

Improves care access & reduces backlogs

EEG service providers

Supports efficient, high-volume EEG review


Transforming Neurological Care at Allina Health Abbott Northwestern Hospital with autoSCORE.

Product Information

NeuroWorks 10 Software

Trusted NeuroWorks software

autoSCORE is available exclusively with Natus NeuroWorks EEG software (version 10 or higher) for routine EEG. NeuroWorks is a single solution simplifying collection, monitoring, reviewing and managing EEG data in a broad range of facilities such as private practice clinics, hospitals, large teaching facilities and EEG service providers.

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