Predicting Clinical Events Based on Raw Text: From Bag-of-Words to Attention-Based Transformers

• Päätekijät: Dmitri Roussinov (Tekijä), Andrew Conkie (Tekijä), Andrew Patterson (Tekijä), Christopher Sainsbury (Tekijä)
• Aineistotyyppi: Kirja
• Julkaistu: Frontiers Media S.A., 2022-02-01T00:00:00Z.
• Aiheet: article
• Linkit: Connect to this object online.

Identifying which patients are at higher risks of dying or being re-admitted often happens to be resource- and life- saving, thus is a very important and challenging task for healthcare text analytics. While many successful approaches exist to predict such clinical events based on categorical and nu...