A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports.
Gokul S. KrishnanS. Sowmya KamathPublished in: NLDB (2018)
Keyphrases
- supervised learning
- supervised machine learning
- unstructured text
- prediction accuracy
- intensive care
- free text
- prediction error
- prognostic models
- prediction model
- semi structured
- text mining
- unsupervised learning
- heart rate
- structured data
- training data
- intensive care unit
- information extraction
- prediction algorithm
- reinforcement learning
- text retrieval
- multiple instance learning
- class labels
- text documents
- database
- training set
- information retrieval
- learning tasks
- web documents
- early detection
- ecg signals
- labeled data
- keywords
- learning algorithm
- machine learning
- data sets