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Mandatory Reporting

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Efficient identification of nationally mandated reportable cancer cases using natural language processing and machine learning.

Journal of the American Medical Informatics Association : JAMIA 27026618
OBJECTIVE: To help cancer registrars efficiently and accurately identify reportable cancer cases.
Data Mining Electronic Health Records Humans International Classification of Diseases Machine Learning Mandatory Reporting Natural Language Processing Neoplasms Pathology, Clinical United States
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Screening Electronic Health Record-Related Patient Safety Reports Using Machine Learning.

Journal of patient safety 24721977
INTRODUCTION: The objective of this study was to develop a semiautomated approach to screening cases that describe hazards associated with the electronic health record (EHR) from a mandatory, population-based patient safety reporting system.
Algorithms Automation Bayes Theorem Data Mining Databases, Factual Electronic Health Records Humans Machine Learning Mandatory Reporting Medical Informatics Patient Safety Pennsylvania
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