Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS.
Gregory C. GhahramaniMatthew BrendelMingquan LinQingyu ChenTiarnan D. KeenanKun ChenEmily Y. ChewZhiyong LuYifan PengFei WangPublished in: AMIA (2021)
Keyphrases
- survival analysis
- deep learning
- multi task
- machine learning
- learning tasks
- breast cancer
- learning problems
- regression model
- feature selection
- unsupervised learning
- multi class
- transfer learning
- data mining methods
- logistic regression
- predictive modeling
- data mining
- gaussian processes
- evolutionary computing
- kaplan meier
- learning algorithm
- machine learning algorithms
- mental models
- natural language processing
- genetic programming
- data mining techniques
- text mining
- supervised learning
- evolutionary algorithm
- risk assessment
- feature space
- natural language
- decision trees
- real world