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.

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.
AI-powered insights to help physicians reduce review burden and focus on critical study segments.
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.
Quick, confident routine EEG interpretation support—and help identifying normal studies.
Designed for faster, more consistent interpretations across large volumes of studies to enhance efficiency.
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.
Specificity*
Sensitivity*
Overall accuracy
(vs. 83% human experts)*
Normal vs abnormal
(distinguishing)*
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.
Start study with autoSCORE enabled
Use autoSCORE indications in the study list during recording or upon study completion for workflow planning
Review the study by sorting autoSCORE findings according to abnormality type and probability
Achieve faster time to report
Harald Aurlien, co-founder of Holberg EEG and consultant in clinical neurophysiology at Haukeland University Hospital
Preview with study-level indicators
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 |

Designed to accelerate EEG review supporting timely clinical decisions.
Consistent results aim to reduce variability across technologists and physicians.
Identifies abnormal studies to help focus on critical cases first.
Acts as a reliable, AI-driven second opinion tool at your side.
Designed to enhance productivity by reducing review burden.

Helps quickly identify & prioritize cases

Improves care access & reduces backlogs

Supports efficient, high-volume EEG review
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.
Product Literature Download
autoSCORE Brochure
English
JAMA Neurology Publication
Automated Interpretation of Clinical Electroencephalograms Using Artificial Intelligence
JAMA Neurology Editorial
The New Era of Automated Electroencephalogram Interpretation
Epilepsia Journal Publication
Generalizability of electroencephalographic interpretation using artificial intelligence: An external validation study
Artificial Intelligence in EEG Resources
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