Explainable depression detection with multi-aspect features using a hybrid deep learning model on social media

Keyphrases

• Social Media 100%
• Depression Detection 100%
• Hybrid Deep Learning 100%
• Model Prediction 66%
• Tweets 66%
• User Posts 66%
• Hierarchical Attention Network 66%
• Excellent Performance 33%
• Copyright 33%
• Machine Learning Models 33%
• Popular 33%
• Two-level 33%
• Deep Learning 33%
• Performance Prediction 33%
• Word-level 33%
• Detecting Depression 33%
• Attention Level 33%
• Twitter 33%
• Machine Learning Techniques 33%
• Building Trust 33%
• Sequence Features 33%
• Attention Mechanism 33%
• Explainability 33%
• Word Importance 33%
• Medical Domain 33%
• Depression Prediction 33%
• Automatic Detection 33%
• Semantic Sequence 33%
• Model Explainability 33%
• Capture Pattern 33%

Computer Science

• Social Media 100%
• Deep Learning Model 100%
• Machine Learning 66%
• Model Prediction 66%
• Deep Learning 33%
• Baseline Method 33%
• Attention (Machine Learning) 33%
• Predictive Performance 33%
• Attention Hierarchical Network 33%
• Medical Domain 33%
• Automatic Detection 33%