Intelligent Triage System Based on Bidirectional Encoder Representations from Transformers and Phonetic Transcription

We designed an intelligent triage system based on Bidirectional Encoder Representations from Transformers (BERT) to solve the problem of difficult triage, reduce the triage pressure on medical staff, improve the efficiency and accuracy of triage, and promote the intelligent development of hospitals. This system uses patient condition text data through voice transcription and 3D human body modeling as input for the BERT model and different departments and their probabilities as output. Patients choose the appropriate department for consultation based on the probability of the department, which has a high accuracy rate.