DREAMS: A python framework for training deep learning models on EEG data with model card reporting for medical applications

DREAMS: A python framework for training deep learning models on EEG data with model card reporting for medical applications

Electroencephalography (EEG) provides a non-invasive way to observe brain activity in real time. Deep learning has enhanced EEG analysis, enabling meaningful pattern detection for clinical and research purposes. However, most existing frameworks for EEG data analysis are either focused on preprocess...

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Bibliographic Details
Main Authors: Rabindra Khadka, Pedro G. Lind, Anis Yazidi, Asma Belhadi
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:SoftwareX
Subjects:
Electroencephalography
Model card
Deep learning
Python
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711025001074
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