Figure 3From: Automation of a problem list using natural language processing Medical problems Bayesian Network. Bayesian Network with example values for each node when analyzing the sentence "The patient presents with shortness of breath" in the "History of Present Illness" section of a "Consultation Note". Note the application of within-document context represented by the Document Type and Document Section nodes.Back to article page