AIMC Topic: Veterans

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Measuring Use of Evidence Based Psychotherapy for Posttraumatic Stress Disorder in a Large National Healthcare System.

Administration and policy in mental health Jul 1, 2018
To derive a method of identifying use of evidence-based psychotherapy (EBP) for post-traumatic stress disorder (PTSD), we used clinical note text from national Veterans Health Administration (VHA) medical records. Using natural language processing, w...
Humans Machine Learning Algorithms Retrospective Studies Stress Disorders, Post-Traumatic United States Natural Language Processing Psychotherapy United States Department of Veterans Affairs Veterans Evidence-Based Medicine Cognitive Behavioral Therapy Family Therapy Implosive Therapy Psychotherapy, Group
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Comparison of Grouping Methods for Template Extraction from VA Medical Record Text.

Studies in health technology and informatics Jan 1, 2017
We investigate options for grouping templates for the purpose of template identification and extraction from electronic medical records. We sampled a corpus of 1000 documents originating from Veterans Health Administration (VA) electronic medical rec...
Algorithms Electronic Health Records United States Natural Language Processing United States Department of Veterans Affairs Veterans
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