Conference item
Myocardial infarction detection from left ventricular shapes using a random forest
- Abstract:
-
Understanding myocardial remodelling, and developing tools for its accurate quantification, is fundamental for improving the diagnosis and treatment of myocardial infarction patients. Conventional clinical metrics, such as blood pool volume or ejection fraction, are not always distinctive. Here we describe a method for the classification of myocardial infarction from 3D diastolic and systolic left ventricle shapes, represented by point sets. Classification features included global geometric, ...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
Actions
Authors
Funding
+ Biotechnology and Biological Sciences Research Council
More from this funder
Funding agency for:
Grau, V
Grant:
New Horizon Grant (NH/13/30238
+ British Heart Foundation
More from this funder
Funding agency for:
Grau, V
Grant:
New Horizon Grant (NH/13/30238
Bibliographic Details
- Publisher:
- Springer International Publishing Publisher's website
- Volume:
- Lecture Notes in Computer Science: 9534
- Pages:
- 180-189
- Host title:
- Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges : 6th International Workshop, STACOM 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers
- Publication date:
- 2016-01-01
- DOI:
- EISSN:
-
1611-3349
- ISSN:
-
0302-9743
- Source identifiers:
-
598716
- ISBN:
- 9783319287119
Item Description
- Keywords:
- Pubs id:
-
pubs:598716
- UUID:
-
uuid:fb67ab73-3004-4faf-87ec-0c405d252188
- Local pid:
- pubs:598716
- Deposit date:
- 2016-04-08
Terms of use
- Copyright holder:
- Springer International Publishing Switzerlan
- Copyright date:
- 2016
- Notes:
- Copyright © 2016 Springer International Publishing Switzerland. The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-28712-6_20.
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