| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0380997 |
| utime |
20240111140820.2 |
| mtime |
20121101235959.9 |
| title
(primary) (eng) |
Machine Learning Methods for Mortality Prediction in Patients with ST Elevation Myocardial Infarction |
| specification |
| page_count |
10 s. |
| media_type |
E |
|
| serial |
| ARLID |
cav_un_epca*0380996 |
| ISBN |
978-80-245-1885-5 |
| title
|
Proceedings of The Ninth Workshop on Uncertainty Processing |
| page_num |
204-213 |
| publisher |
| place |
Prague |
| name |
Faculty of Management, University of Economics, Prague |
| year |
2012 |
|
| editor |
|
| editor |
| name1 |
Vejnarová |
| name2 |
Jiřina |
|
|
| keyword |
Machine Learning |
| keyword |
Acute Myocardial Infarction |
| keyword |
Mortality Prediction |
| author
(primary) |
| ARLID |
cav_un_auth*0101228 |
| name1 |
Vomlel |
| name2 |
Jiří |
| full_dept (cz) |
Matematická teorie rozhodování |
| full_dept (eng) |
Department of Decision Making Theory |
| department (cz) |
MTR |
| department (eng) |
MTR |
| institution |
UTIA-B |
| full_dept |
Department of Decision Making Theory |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0277073 |
| name1 |
Kružík |
| name2 |
H. |
| country |
CZ |
|
| author
|
| ARLID |
cav_un_auth*0019182 |
| name1 |
Tůma |
| name2 |
P. |
| country |
CZ |
|
| author
|
| ARLID |
cav_un_auth*0283707 |
| name1 |
Přeček |
| name2 |
J. |
| country |
CZ |
|
| author
|
| ARLID |
cav_un_auth*0283708 |
| name1 |
Hutyra |
| name2 |
M. |
| country |
CZ |
|
| source |
|
| cas_special |
| project |
| project_id |
GA201/08/0539 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0239648 |
|
| abstract
(eng) |
ST Elevation Myocardial Infarction (STEMI) is the leading cause of death in developed countries. The objective of our research is to design and verify a predictive model of hospital mortality in STEMI based on clinical data about patients that could serve as a benchmark for evaluation of healthcare providers. In this paper we present results of an experimental evaluation of different machine learning methods on a real data about 603 patients from University Hospital in Olomouc. |
| action |
| ARLID |
cav_un_auth*0283709 |
| name |
The Ninth Workshop on Uncertainty Processing |
| place |
Mariánské Lázně |
| dates |
12.09.2012-15.09.2012 |
| country |
CZ |
|
| reportyear |
2013 |
| RIV |
JD |
| num_of_auth |
5 |
| presentation_type |
PR |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0211570 |
| arlyear |
2012 |
| mrcbU56 |
PDF soubor 300 kB |
| mrcbU63 |
cav_un_epca*0380996 Proceedings of The Ninth Workshop on Uncertainty Processing 978-80-245-1885-5 204 213 Prague Faculty of Management, University of Economics, Prague 2012 |
| mrcbU67 |
Kroupa Tomáš 340 |
| mrcbU67 |
Vejnarová Jiřina 340 |
|