Journal article icon

Journal article

A robust fusion model for estimating respiratory rate from photoplethysmography and electrocardiography

Abstract:

Objective: Respiratory rate (RR) estimation algorithms based on the photoplethymogram (PPG) and electrocardiogram (ECG) lack clinical robustness. This is because the PPG and ECG respiratory modulations are dependent on patient physiology, regardless of general signal quality. The present work describes an RR estimation algorithm using respiratory quality indices (RQIs) which assess the presence or absence of the PPGand ECG-derived respiratory modulations.

Me...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed

Actions


Access Document


Files:
Publisher copy:
10.1109/TBME.2017.2778265

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Biomedical Engineering
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Biomedical Engineering
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MSD
Department:
Clinical Neurosciences
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Biomedical Engineering
Role:
Author
More from this funder
Funding agency for:
Birrenkott, D
More from this funder
Funding agency for:
Pimentel, M
Grant:
Health Innovation Challenge Fund
More from this funder
Funding agency for:
Pimentel, M
Grant:
Health Innovation Challenge Fund
More from this funder
Funding agency for:
Clifton, D
Grant:
WT 088877/Z/09/Z
More from this funder
Funding agency for:
Clifton, D
Grant:
WT 088877/Z/09/Z
Expand funders...
Publisher:
IEEE Publisher's website
Journal:
IEEE Transactions of Biomedical Engineering Journal website
Volume:
65
Issue:
9
Pages:
2033-2041
Publication date:
2017-12-19
Acceptance date:
2017-11-25
DOI:
EISSN:
1558-2531
ISSN:
0018-9294
Source identifiers:
797447
Keywords:
Pubs id:
pubs:797447
UUID:
uuid:abe6bdb8-bb3e-473e-80e8-7f73535c2a36
Local pid:
pubs:797447
Deposit date:
2017-11-27

Terms of use


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP