A clinical perspective on the relevance of research domain criteria in electronic health records.
Journal:
The American journal of psychiatry
Published Date:
Apr 1, 2015
Abstract
OBJECTIVE: The limitations of the DSM nosology for capturing dimensionality and overlap in psychiatric syndromes, and its poor correspondence to underlying neurobiology, have been well established. The Research Domain Criteria (RDoC), a proposed dimensional model of psychopathology, may offer new insights into psychiatric illness. For psychiatric clinicians, however, because tools for capturing these domains in clinical practice have not yet been established, the relevance and means of transition from the categorical system of DSM-5 to the dimensional models of RDoC remains unclear. The authors explored a method of extracting these dimensions from existing electronic health record (EHR) notes.
Authors
Keywords
Adult
Cohort Studies
Depressive Disorder, Major
Electronic Health Records
Female
Hospitalization
Humans
Information Storage and Retrieval
Length of Stay
Male
Mental Disorders
Middle Aged
Models, Psychological
Natural Language Processing
Patient Readmission
Psychotic Disorders
Reproducibility of Results
Risk Factors
Schizophrenia
Schizophrenic Psychology