Patient Triage by Topic Modeling of Referral Letters: Feasibility Study.

Published in: JMIR medical informatics (2020)

The results established the feasibility of using natural language processing and machine learning to automate triage of patients with knee or hip pain by analyzing information from their referral letters.

Keyphrases

emergency department
machine learning
primary care
chronic pain
total knee arthroplasty
case report
pain management
autism spectrum disorder
neuropathic pain
knee osteoarthritis
artificial intelligence
big data
total hip arthroplasty
health information
deep learning
anterior cruciate ligament reconstruction