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cs.LG2021
Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions
Batuhan Bardak, Mehmet Tan
Drug representations have played an important role in cheminformatics. However, in the healthcare domain, drug representations have been underused relative to the rest of Electroni…
cs.LG2020
Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning
Batuhan Bardak, Mehmet Tan
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. Availability of electronic health reco…