A Multi-Task Neural Network Architecture for Renal Dysfunction Prediction in Heart Failure Patients With Electronic Health Records.
Binhua WangYongyi BaiZhenjie YaoJiangong LiWei DongYanhui TuWanguo XueYaping TianYifei WangKunlun HePublished in: IEEE Access (2019)
Keyphrases
- heart failure
- multi task
- electronic health records
- health care
- clinical data
- medical data
- normal subjects
- medical records
- learning tasks
- health records
- patient data
- chronic disease
- heart disease
- multi class
- medical images
- learning problems
- feature selection
- raw data
- statistical analysis
- information systems
- transfer learning
- mr images
- clinical trials
- learning algorithm
- free text
- databases
- knowledge discovery
- health information
- prior knowledge
- machine learning
- data mining