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IEEE J Transl Eng Health Med
Published

From Scalp to Ear-EEG: A Generalizable Transfer Learning Model for Automatic Sleep Scoring in Older People.

Authors

Ghena Hammour, Harry Davies, Giuseppe Atzori, Ciro Della Monica, Kiran K G Ravindran, Victoria Revell, Derk-Jan Dijk, Danilo P Mandic

Abstract

Sleep monitoring has extensively utilized electroencephalogram (EEG) data collected from the scalp, yielding very large data repositories and well-trained analysis models. Yet, this wealth of data is lacking for emerging, less intrusive modalities, such as ear-EEG.

PMID:38765887 | DOI:

UK DRI Authors

Derk-Jan Dijk

Prof Derk-Jan Dijk

Group Leader

Developing and evaluating new technologies that can measure a person’s sleep and wake patterns at home

Prof Derk-Jan Dijk