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cs.LG2023
Autoencoder-based prediction of ICU clinical codes
Tsvetan R. Yordanov, Ameen Abu-Hanna, Anita CJ Ravelli +1
Availability of diagnostic codes in Electronic Health Records (EHRs) is crucial for patient care as well as reimbursement purposes. However, entering them in the EHR is tedious, an…
cs.LG2022★ 1 cited
Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift
Miguel Rios, Ameen Abu-Hanna
Neural models, with their ability to provide novel representations, have shown promising results in prediction tasks in healthcare. However, patient demographics, medical technolog…