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Classification algorithms applied to narrative reports.
A. Wilcox
, G. Hripcsak
Division of General Medicine & Geriatrics
Institute of Clinical and Translational Sciences (ICTS)
Roy and Diana Vagelos Division of Biology & Biomedical Sciences (DBBS)
Center for Applied Clinical Informatics (CACI)
DBBS - Biomedical Informatics and Data Science
Institute for Informatics, Data Science and Biostatistics (I2DB)
Research output
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Contribution to journal
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Article
›
peer-review
35
Scopus citations
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Keyphrases
Automated Decision Systems
50%
Bayesian Classifier
50%
Bayesian Information
50%
Chest X-ray
50%
Classification Algorithms
100%
Classification Methods
50%
Clinical Conditions
50%
Clinical Data
50%
Conditional Probability
50%
Data Mining Techniques
50%
Decision Tree
50%
Extracting Information
50%
Information Retrieval
100%
Multiple Classification
50%
Narrative Information
50%
Narrative Reporting
100%
Narrative Text
100%
Natural Language Processor
50%
Overfitting
50%
Predictor Variables
50%
Raw Text
50%
Rule Generation
50%
Training Sample Size
50%
Training Set
50%
Computer Science
Automated Decision
50%
Bayesian Classifier
50%
Classification Algorithm
100%
Classification Method
50%
Clinical Data
50%
Conditional Probability
50%
Data Mining Technique
50%
Decision Trees
50%
Domain Knowledge
50%
Extracting Information
50%
Information Retrieval
100%
Predictor Variable
50%
Raw Text
50%
Rule Generation
50%
Stored Information
50%