ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notes.
William Caicedo-TorresJairo A. GutiérrezPublished in: CoRR (2020)
Keyphrases
- free text
- deep learning
- prognostic models
- medical records
- intensive care
- intensive care units
- patient records
- information extraction
- intensive care unit
- natural language processing
- unsupervised learning
- machine learning
- structured data
- clinical guidelines
- unsupervised feature learning
- medical data
- mental models
- semi structured
- clinical data
- weakly supervised
- decision support system
- risk factors
- medical knowledge
- medical diagnosis
- health care
- data analysis
- object recognition
- artificial intelligence
- information retrieval
- data sets