Journal article icon

Journal article

Unlocking data sets by calibrating populations of models to data density: A study in atrial electrophysiology

Abstract:

The understanding of complex physical or biological systems nearly always requires a characterization of the variability that underpins these processes. In addition, the data used to calibrate these models may also often exhibit considerable variability. A recent approach to deal with these issues has been to calibrate populations of models (POMs), multiple copies of a single mathematical model but with different parameter values, in response to experimental data. To date, this calibration ha...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed
Version:
Publisher's version

Actions


Access Document


Files:
Publisher copy:
10.1126/sciadv.1701676

Authors


More by this author
Role:
Author
ORCID:
0000-0003-1317-5988
More by this author
Role:
Author
ORCID:
0000-0001-9222-8763
More by this author
Role:
Author
ORCID:
0000-0002-1373-1334
More by this author
Role:
Author
ORCID:
0000-0002-6612-3084
More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Computer Science
Oxford college:
St Cross College
Role:
Author
Expand authors...
More from this funder
Funding agency for:
Rodriguez, B
More from this funder
Funding agency for:
Rodriguez, B
More from this funder
Funding agency for:
Rodriguez, B
Expand funders...
Publisher:
American Association for the Advancement of Science Publisher's website
Journal:
Science Advances Journal website
Volume:
4
Issue:
1
Pages:
Article: e1701676
Publication date:
2018-01-10
Acceptance date:
2017-12-08
DOI:
EISSN:
2375-2548
ISSN:
2375-2548
Pubs id:
pubs:821305
URN:
uri:f7fdd396-6f73-4e2c-951d-c0c4c88d27b5
UUID:
uuid:f7fdd396-6f73-4e2c-951d-c0c4c88d27b5
Local pid:
pubs:821305
Paper number:
1
Language:
English
Keywords:

Terms of use


Metrics


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