Automated Process Mining and Learning of Therapeutic Actions in the Intensive Care Unit

Keyphrases

• Therapeutic Action 100%
• Intensive Care Unit 100%
• Intensive Care Unit Patients 100%
• Spatio-temporal Data Mining 100%
• Process Mining 100%
• Automated Process 100%
• Process Learning 100%
• Machine Learning 66%
• Hybrid Method 33%
• Hypoglycemia 33%
• Surgical Intensive Care Unit 33%
• Medical Treatment 33%
• Treatment Course 33%
• Temporal Patterns 33%
• Hypokalemia 33%
• Pattern Features 33%
• Construct Modeling 33%
• Management Model 33%
• Treatment Trajectories 33%
• Learning Classifiers 33%
• Mining Machines 33%
• Machine Process 33%
• Process Mining Algorithms 33%

Computer Science

• Process Mining 100%
• Automated Process 100%
• Temporal Data Mining 75%
• Machine Learning 50%
• Decision Point 50%
• Process Model 25%
• Medical Treatment 25%
• Hybrid Approach 25%