Advanced natural language processing technique to predict patient disposition based on emergency triage notes.
Bahman TahayoriNoushin Chini-ForoushHamed AkhlaghiPublished in: Emergency medicine Australasia : EMA (2020)
Machine learning and NLP can be together applied to the ED triage note to predict patient disposition with a high level of accuracy. The algorithm can potentially assist ED clinicians in early identification of patients requiring admission by mitigating the cognitive load, thus optimises resource allocation in EDs.