ISeeU2: Visually interpretable mortality prediction inside the ICU using deep learning and free-text medical notes.
William Caicedo-TorresJairo A. GutiérrezPublished in: Expert Syst. Appl. (2022)
Keyphrases
- free text
- deep learning
- medical records
- prognostic models
- intensive care
- patient records
- intensive care units
- intensive care unit
- information extraction
- structured data
- natural language processing
- unsupervised learning
- clinical guidelines
- unsupervised feature learning
- semi structured
- medical data
- machine learning
- weakly supervised
- clinical data
- health care
- risk factors
- relation extraction
- domain specific
- patient data
- decision support
- relational databases
- data mining
- mental models
- decision support system
- dimensionality reduction