1 citations · 2 across the 4 of their papers we have counts for
4 papers
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…
Soft-prompt tuning to predict lung cancer using primary care free-text Dutch medical notes
Auke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna +1
We investigate different natural language processing (NLP) approaches based on contextualised word representations for the problem of early prediction of lung cancer using free-tex…
Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels
Miguel Rios, Ameen Abu-Hanna
Intensive Care in-hospital mortality prediction has various clinical applications. Neural prediction models, especially when capitalising on clinical notes, have been put forward a…
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…