most citedNeural Document Embeddings for Intensive Care Patient Mortality Prediction

49 citations · 49 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2024

Explicit Word Density Estimation for Language Modelling

Jovan Andonov, Octavian Ganea, Paulina Grnarova +2

Language Modelling has been a central part of Natural Language Processing for a very long time and in the past few years LSTM-based language models have been the go-to method for c…

cs.CL2016★ 49 cited

Neural Document Embeddings for Intensive Care Patient Mortality Prediction

Paulina Grnarova, Florian Schmidt, Stephanie L. Hyland +1

We present an automatic mortality prediction scheme based on the unstructured textual content of clinical notes. Proposing a convolutional document embedding approach, our empirica…