Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records.
Yajuan WangKenney NgRoy J. ByrdJianying HuShahram EbadollahiZahra DaarChristopher deFilippiSteven R. SteinhublWalter F. StewartPublished in: EMBC (2015)
Keyphrases
- early detection
- electronic health records
- heart failure
- health care
- clinical data
- lung cancer
- breast cancer
- medical records
- medical data
- clinical trials
- normal subjects
- health information
- information systems
- heart disease
- information retrieval
- domain experts
- raw data
- data mining
- structured data
- text mining
- knowledge discovery
- training data
- clinical decision support systems