Clinical text classification with rule-based features and knowledge-guided convolutional neural networks

Keyphrases

• Rule-based 100%
• Convolutional Neural Network 100%
• Knowledge-guided 100%
• Feature Guided 100%
• Clinical Text Classification 100%
• Convolutional Neural Network Model 100%
• Learnability 50%
• Obesity 50%
• Informatics 50%
• State-of-the-art Techniques 50%
• Deep Learning Methods 50%
• Source-driven 50%
• Deep Learning Model 50%
• Representation Learning 50%
• I2b2 50%
• Disease Classification 50%
• Unified Medical Language System 50%
• Clinical Text 50%
• Text Representation 50%
• Clinical Natural Language Processing 50%
• Feature Engineering 50%
• Word Embedding 50%
• Effective Representation 50%
• Entity Embedding 50%
• Hidden Features 50%

Computer Science

• Convolutional Neural Network 100%
• Text Classification 100%
• Neural Network Model 50%
• Natural Language Processing 25%
• Text Representation 25%
• Deep Learning Model 25%
• Deep Learning Method 25%
• Representation Learning 25%
• Word Embedding 25%
• Fundamental Problem 25%
• Domain Knowledge 25%