An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification

An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification

A limited number of electroencephalography (EEG) channels are useful for neonatal sleep classification, particularly in the Internet of Medical Things (IoMT) field, where compact and lightweight devices are essential to monitoring health effectively. A streamlined and cost-effective IoMT solution ca...

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Bibliographic Details
Main Authors: Muhammad Irfan, Hafza Ayesha Siddiqa, Abdelwahed Nahliis, Chen Chen, Yan Xu, Laishuan Wang, Anum Nawaz, Abdulhamit Subasi, Tomi Westerlund, Wei Chen
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Dual channels
ensemble voting model
neonate sleep staging
EEG
internet of medical things
FAWT
Online Access:https://ieeexplore.ieee.org/document/10371274/

Internet

https://ieeexplore.ieee.org/document/10371274/

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