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Found 4 papers, 2 papers with code
Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions
Furthermore, for the mortality prediction task, there is an improvement of around %2 over the time series baseline in terms of AUROC and %3. 5 in terms of AUPRC.
Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning
Early prediction of mortality and length of stay(LOS) of a patient is vital for saving a patient's life and management of hospital resources.
Detecting Cybersecurity Events from Noisy Short Text
In this study, we propose a method that leverages both domain-specific word embeddings and task-specific features to detect cyber security events from tweets.
Drug response prediction by ensemble learning and drug-induced gene expression signatures
We demonstrate that integrating a large number of predictions by the proposed method improves the performance for this task.
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