Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach.
Bin LiuYing LiZhaonan SunSoumya GhoshKenney NgPublished in: AAAI (2018)
Keyphrases
- electronic health records
- survival analysis
- multi task
- breast cancer
- predictive modeling
- regression model
- learning tasks
- machine learning
- clinical data
- health care
- data mining methods
- transfer learning
- medical data
- logistic regression
- learning problems
- clinical trials
- data mining
- data mining techniques
- multi class
- decision trees
- medical records
- feature selection
- prognostic models
- gaussian processes
- health information
- text mining
- learning algorithm
- natural language processing
- knowledge acquisition
- artificial intelligence
- genetic algorithm