Explainable machine learning prediction of ICU mortality
10.1016/j.imu.2021.100674
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Elsevier Ltd
2022
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sg-nus-scholar.10635-2337832022-10-26T12:26:35Z Explainable machine learning prediction of ICU mortality Chia, A.H.T. Khoo, M.S. Lim, A.Z. Ong, K.E. Sun, Y. Nguyen, B.P. Chua, M.C.H. Pang, J. INSTITUTE OF SYSTEMS SCIENCE SAW SWEE HOCK SCHOOL OF PUBLIC HEALTH Cox-proportional hazards Explainable machine learning Feature selection ICU Mortality prediction 10.1016/j.imu.2021.100674 Informatics in Medicine Unlocked 25 100674 2022-10-26T09:15:57Z 2022-10-26T09:15:57Z 2021-01-01 Article Chia, A.H.T., Khoo, M.S., Lim, A.Z., Ong, K.E., Sun, Y., Nguyen, B.P., Chua, M.C.H., Pang, J. (2021-01-01). Explainable machine learning prediction of ICU mortality. Informatics in Medicine Unlocked 25 : 100674. ScholarBank@NUS Repository. https://doi.org/10.1016/j.imu.2021.100674 2352-9148 https://scholarbank.nus.edu.sg/handle/10635/233783 Attribution-NonCommercial-NoDerivatives 4.0 International https://creativecommons.org/licenses/by-nc-nd/4.0/ Elsevier Ltd Scopus OA2021 |
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National University of Singapore |
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NUS Library |
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Asia |
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Singapore Singapore |
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NUS Library |
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ScholarBank@NUS |
| topic |
Cox-proportional hazards Explainable machine learning Feature selection ICU Mortality prediction |
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Cox-proportional hazards Explainable machine learning Feature selection ICU Mortality prediction Chia, A.H.T. Khoo, M.S. Lim, A.Z. Ong, K.E. Sun, Y. Nguyen, B.P. Chua, M.C.H. Pang, J. Explainable machine learning prediction of ICU mortality |
| description |
10.1016/j.imu.2021.100674 |
| author2 |
INSTITUTE OF SYSTEMS SCIENCE |
| author_facet |
INSTITUTE OF SYSTEMS SCIENCE Chia, A.H.T. Khoo, M.S. Lim, A.Z. Ong, K.E. Sun, Y. Nguyen, B.P. Chua, M.C.H. Pang, J. |
| format |
Article |
| author |
Chia, A.H.T. Khoo, M.S. Lim, A.Z. Ong, K.E. Sun, Y. Nguyen, B.P. Chua, M.C.H. Pang, J. |
| author_sort |
Chia, A.H.T. |
| title |
Explainable machine learning prediction of ICU mortality |
| title_short |
Explainable machine learning prediction of ICU mortality |
| title_full |
Explainable machine learning prediction of ICU mortality |
| title_fullStr |
Explainable machine learning prediction of ICU mortality |
| title_full_unstemmed |
Explainable machine learning prediction of ICU mortality |
| title_sort |
explainable machine learning prediction of icu mortality |
| publisher |
Elsevier Ltd |
| publishDate |
2022 |
| url |
https://scholarbank.nus.edu.sg/handle/10635/233783 |
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1749179089788338176 |