(Q91578151)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

title

A hybrid self-attention deep learning framework for multivariate sleep stage classification (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

main subject

multivariate statistics

1 reference

1 reference

Ye Yuan

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

Kebin Jia

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

Fenglong Ma

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

Guangxu Xun

4

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

Yaqing Wang

5

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

Lu Su

6

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

Aidong Zhang

7

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

publication date

2 December 2019

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

volume

20

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

issue

Suppl 16

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

page(s)

586

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

A multi-context learning approach for EEG epileptic seizure detection

23 April 2020

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG.

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

A comparative review on sleep stage classification methods in patients and healthy individuals

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

Multi-channel EEG-based sleep stage classification with joint collaborative representation and multiple kernel learning

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

A Comparative Study on Classification of Sleep Stage Based on EEG Signals Using Feature Selection and Classification Algorithms

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

Metric learning for automatic sleep stage classification

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

Sleep: A Health Imperative

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

Efficient feature selection for sleep staging based on maximal overlap discrete wavelet transform and SVM.

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

Self-evaluated automatic classifier as a decision-support tool for sleep/wake staging

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

Estimation of sleep stages by an artificial neural network employing EEG, EMG and EOG.

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

A portable device for real time drowsiness detection using novel active dry electrode system

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

PhysioBank, PhysioToolkit, and PhysioNet : Components of a New Research Resource for Complex Physiologic Signals

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

Classification of sleep disorders

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

The Sleep Apnea Syndromes

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6886163

10.1186/S12859-019-3075-Z

23 February 2021

Identifiers

DOI

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

journals/bmcbi/YuanJMXWSZ19

23 April 2020

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31787093%20AND%20SRC:MED&resulttype=core&format=json

23 April 2020

PubMed publication ID

31787093

1 reference