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Improving mortality prediction for intensive care unit patients using text mining techniques
Published on Dec 08, 2017715 Views
Numerous severity assessment scores for estimation of in-hospital mortality in Intensive Care Unit (ICU) have been developed over the last 40 years. In this study, we predicted 1-month mortality in ch
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Improving mortality prediction for intensive care unit patients using text mining techniques00:00
Motivation00:28
Critical illness severity assesment scores02:14
MIMIC III database (1)03:21
MIMIC III database (2)04:44
MIMIC III database (3)05:11
MIMIC III database (4)05:48
MIMIC III database (5)06:45
TM processing of nursing notes (1)07:37
TM processing of nursing notes (2)08:32
Methods09:43
Results (1)11:12
Results (2)12:12
Conclusions13:17
Further development14:00
Thank you for your attention!14:31