Evaluation of a Natural Language Processing Approach to Identify Diagnostic Errors and Analysis of Safety Learning System Case Review Data: Retrospective Cohort Study

• Main Authors: Azade Tabaie (Author), Alberta Tran (Author), Tony Calabria (Author), Sonita S Bennett (Author), Arianna Milicia (Author), William Weintraub (Author), William James Gallagher (Author), John Yosaitis (Author), Laura C Schubel (Author), Mary A Hill (Author), Kelly Michelle Smith (Author), Kristen Miller (Author)
• Format: Book
• Published: JMIR Publications, 2024-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundDiagnostic errors are an underappreciated cause of preventable mortality in hospitals and pose a risk for severe patient harm and increase hospital length of stay. ObjectiveThis study aims to explore the potential of machine learning and natural language processing techniques in improving...