Early detection of sepsis utilizing deep learning on electronic health record event sequences.
Simon Meyer LauritsenMads Ellersgaard KalørEmil Lund KongsgaardKatrine Meyer LauritsenMarianne Johansson JørgensenJeppe LangeBo ThiessonPublished in: Artif. Intell. Medicine (2020)
Keyphrases
- early detection
- deep learning
- event sequences
- electronic health records
- clinical data
- breast cancer
- clinical trials
- unsupervised learning
- health care
- lung cancer
- medical data
- medical records
- weakly supervised
- machine learning
- temporal patterns
- mental models
- health information
- patient data
- public health
- temporal information
- data mining techniques
- text mining
- three dimensional
- feature selection