Machine Learning Methods to Extract Documentation of Breast Cancer Symptoms From Electronic Health Records

摘要

Context. Clinicians document cancer patients' symptoms in free-text format within electronic health record visit notes. Although symptoms are critically important to quality of life and often herald clinical status changes, computational methods to assess the trajectory of symptoms over time are woefully underdeveloped.