Automated disambiguation of acronyms and abbreviations in clinical texts: window and training size considerations.

Keyphrases

• Clinical Text 100%
• Window Size 100%
• Training Sample Size 100%
• Window Orientation 66%
• Right-sided 33%
• Left-handed 33%
• Decision Tree 33%
• Optimal Performance 33%
• Support Vector Machine 33%
• Supervised Machine Learning 33%
• Support Vector Machine Classifier 33%
• Natural Language Processing Systems 33%
• Nave Bayes 33%
• Clinical Natural Language Processing 33%
• Multiple Senses 33%
• Bayes Tree 33%
• Sense Disambiguation 33%

Medicine and Dentistry

• Cross-Validation 100%
• Language Processing 100%