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Displaying results 1 - 2 of 2
  • Using clinician mental models to guide annotation of medically unexplained symptoms and syndromes found in VA clinical documents

    Content Type: Abstract

    Medically unexplained syndromes (MUS) are conditions that are diagnosed on the basis of symptom constellations and are characterized by a lack of well-defined pathogenic pathways. The three most common MUS are chronic fatigue … read more
    … will support building a reference standard used for training and evaluation of a Natural Language Processing … will support building a reference standard used for training and evaluation of a Natural Language Processing … of clinician annotators. Annotated data can be used to train NLP tools for related surveillance tasks including …
  • Identification of features for detection and prediction of homelessness from VA clinical documents

    Content Type: Abstract

    Homelessness in general is a major issue in the US today. The risk factors of homelessness are myriad, including inadequate income, lack of affordable housing, mental health and substance abuse issues, lack of social support, and nonadherence to… read more
    … documents. This domain knowledge can be used to support training and evaluation of automated methods such as Natural … documents. This domain knowledge can be used to support training and evaluation of automated methods such as Natural … documents. This domain knowledge can be used to support training and evaluation of automated methods such as Natural …