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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.
Prediction of Drug Synergy by Ensemble Learning
One of the promising methods for the treatment of complex diseases such as cancer is combinational therapy.
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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