Medical notes boost mortality prediction AUC-ROC by ~0.1; a DNN pooling model outperforms tree-based baselines by 2-14% on 15/30/60/365-day tasks and surfaces risk-linked keywords.
Automated Medical Coding on MIMIC-III and MIMIC-IV:A Critical Review and Replicability Study
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Enhance the after-discharge mortality rate prediction via learning from the medical notes
Medical notes boost mortality prediction AUC-ROC by ~0.1; a DNN pooling model outperforms tree-based baselines by 2-14% on 15/30/60/365-day tasks and surfaces risk-linked keywords.