1 citations · 1 across the 3 of their papers we have counts for
4 papers
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…
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…
Prediction of Drug Synergy by Ensemble Learning
Işıksu Ekşioğlu, Mehmet Tan
One of the promising methods for the treatment of complex diseases such as cancer is combinational therapy. Due to the combinatorial complexity, machine learning models can be usef…
Drug response prediction by ensemble learning and drug-induced gene expression signatures
Mehmet Tan, Ozan Fırat Özgül, Batuhan Bardak +2
Chemotherapeutic response of cancer cells to a given compound is one of the most fundamental information one requires to design anti-cancer drugs. Recent advances in producing larg…