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

• Главные авторы: Dmitri Roussinov (Автор), Andrew Conkie (Автор), Andrew Patterson (Автор), Christopher Sainsbury (Автор)
• Формат: ‌
• Опубликовано: Frontiers Media S.A., 2022-02-01T00:00:00Z.
• Предметы: article
• Online-ссылка: 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...