Applying Artificial Intelligence Methods for the Estimation of Disease Incidence: The Utility of Language Models

• Hoofdauteurs: Yuanzhao Zhang (Auteur), Robert Walecki (Auteur), Joanne R. Winter (Auteur), Felix J. S. Bragman (Auteur), Sara Lourenco (Auteur), Christopher Hart (Auteur), Adam Baker (Auteur), Yura Perov (Auteur), Saurabh Johri (Auteur)
• Formaat: Boek
• Gepubliceerd in: Frontiers Media S.A., 2020-12-01T00:00:00Z.
• Onderwerpen: article
• Online toegang: Connect to this object online.

Background: AI-driven digital health tools often rely on estimates of disease incidence or prevalence, but obtaining these estimates is costly and time-consuming. We explored the use of machine learning models that leverage contextual information about diseases from unstructured text, to estimate di...