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. Author manuscript; available in PMC: 2019 Oct 10.
Published in final edited form as: Stud Health Technol Inform. 2019 Aug 21;264:273–277. doi: 10.3233/SHTI190226

Table 4–

Comparing recent work in mortality prediction using deep learning methods on EHR data

Paper Mortality Prediction Task AUC ACC
Payrovnaziri et al. (this paper) 1-year 0.916 92.89%
Du et al.[15] 28-days Not reported 86%
Zahid et al.[16] 30-days/hospital 0.8445/0.86 Not reported
Rajkomar et al.[17] 24 h after admission 0.92–0.94 Not reported