Risk Scoring for Prediction of Acute Cardiac Complications from Imbalanced Clinical Data
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سال
: 2014شناسه الکترونیک: 10.1109/JBHI.2014.2303481
کلیدواژه(گان): cardiovascular system,electrocardiography,learning (artificial intelligence),medical disorders,medical signal processing,patient monitoring,sensitivity analysis,signal sampling,12-lead electrocardiogram,ECG,ED,accurate risk stratification,acute cardiac complication prediction,acute cardiac complications,chest pain patients,data imbalance handling,dataset,early intervention,emergency department,ensemble-based scoring system,fast risk stratification,heart rate variability,hyb
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Risk Scoring for Prediction of Acute Cardiac Complications from Imbalanced Clinical Data
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| contributor author | Nan Liu | |
| contributor author | Zhi Xiong Koh | |
| contributor author | Chua, Eric Chern-Pin | |
| contributor author | Tan, Licia Mei-Ling | |
| contributor author | Zhiping Lin | |
| contributor author | Mirza, Bilal | |
| contributor author | Ong, Marcus Eng Hock | |
| date accessioned | 2020-03-12T18:43:27Z | |
| date available | 2020-03-12T18:43:27Z | |
| date issued | 2014 | |
| identifier issn | 2168-2194 | |
| identifier other | 6728613.pdf | |
| identifier uri | https://libsearch.um.ac.ir:443/fum/handle/fum/968182 | |
| format | general | |
| language | English | |
| publisher | IEEE | |
| title | Risk Scoring for Prediction of Acute Cardiac Complications from Imbalanced Clinical Data | |
| type | Journal Paper | |
| contenttype | Metadata Only | |
| identifier padid | 8002266 | |
| subject keywords | cardiovascular system | |
| subject keywords | electrocardiography | |
| subject keywords | learning (artificial intelligence) | |
| subject keywords | medical disorders | |
| subject keywords | medical signal processing | |
| subject keywords | patient monitoring | |
| subject keywords | sensitivity analysis | |
| subject keywords | signal sampling | |
| subject keywords | 12-lead electrocardiogram | |
| subject keywords | ECG | |
| subject keywords | ED | |
| subject keywords | accurate risk stratification | |
| subject keywords | acute cardiac complication prediction | |
| subject keywords | acute cardiac complications | |
| subject keywords | chest pain patients | |
| subject keywords | data imbalance handling | |
| subject keywords | dataset | |
| subject keywords | early intervention | |
| subject keywords | emergency department | |
| subject keywords | ensemble-based scoring system | |
| subject keywords | fast risk stratification | |
| subject keywords | heart rate variability | |
| subject keywords | hyb | |
| identifier doi | 10.1109/JBHI.2014.2303481 | |
| journal title | Biomedical and Health Informatics, IEEE Journal of | |
| journal volume | 18 | |
| journal issue | 6 | |
| filesize | 1394004 | |
| citations | 0 |