Ensemble of Autoencoders for Anomaly Detection in Biomedical Data: A Narrative Review

Keyphrases

• Anomaly Detection 100%
• Biomedical Data 100%
• Autoencoder 100%
• Narrative Review 100%
• Disease Pattern 12%
• Evaluation Metrics 12%
• Data-centric 12%
• Human Life 12%
• Performance Improvement 12%
• Aberrations 12%
• Direct Impact 12%
• Health Safety 12%
• Optimal number 12%
• Robust Approach 12%
• Reconstruction Error 12%
• Significant Loss 12%
• Normal Behavior 12%
• Encoder 12%
• Electronic Health Records 12%
• Normalization Method 12%
• Anomaly Score 12%
• Supervised Machine Learning 12%
• Narrative Literature Review 12%
• Deep Learning Algorithm 12%
• Anomalous Events 12%
• Anomalous Data 12%
• Supervised Deep Learning 12%
• Data Specification 12%
• Life Cost 12%
• Healthcare Costs 12%
• Human Healthcare 12%

Computer Science

• Anomaly Detection 100%
• Biomedical Data 100%
• Autoencoder 100%
• Evaluation Metric 12%
• Performance Improvement 12%
• Reconstruction Error 12%
• Normal Behavior 12%
• Data Specification 12%
• Robust Approach 12%
• Machine Learning 12%
• Learning System 12%
• Deep Learning Method 12%
• Literature Review 12%

Physics

• Machine Learning 100%
• Deep Learning Method 100%