Prioritization of Multi-level Risk Factors, and Predicting Changes in Depression Ratings after Treatment Using Multi-Task Learning.
Lu WangMark H. ChignellHaoyan JiangSachinthya LokugeGeneva MasonKathryn FotinosMartin KatzmanPublished in: BIBM (2021)
Keyphrases
- risk factors
- multi task learning
- high risk
- multi task
- risk assessment
- multiple tasks
- medical practitioners
- multitask learning
- learning tasks
- statistical methods
- gaussian processes
- risk management
- learning problems
- high order
- theoretical analysis
- collaborative filtering
- learning models
- transfer learning
- feature selection
- inductive learning
- machine learning
- decision support system
- learning algorithm
- supervised learning
- image segmentation