"Extracting Symptoms of Agitation in Dementia from Free-Text Nursing No" by Dinithi Vithanage, Yunshu Zhu et al.
Nursing staff record observations about older people under their care in free-text nursing notes. These notes contain older people's care needs, disease symptoms, frequency of symptom occurrence, nursing actions, etc. Therefore, it is vital to develop a technique to uncover important data from these notes. This study developed and evaluated a deep learning and transfer learning-based named entity recognition (NER) model for extracting symptoms of agitation in dementia from the nursing notes...
Agitation In Dementia Deep Learning Named Entity Recognition Natural Language Processing Nursing Notes Transfer Learning
Source: uow.edu.au