Sepsis Detection in Sparse Clinical Data Using Long Short-Term Memory Network with Dice Loss.
Tomás VicarPetra NovotnaJakub HejcMarina RonzhinaRadovan SmísekPublished in: CinC (2019)
Keyphrases
- clinical data
- medical data
- patient data
- statistical analysis
- automatic detection
- raw data
- clinical information
- knowledge discovery
- domain experts
- recurrent neural networks
- data mining
- clinical decision making
- liver disease
- clinical data sets
- initial stage
- medical knowledge
- medical information
- patient records
- cancer patients
- clinical databases
- artificial neural networks
- training data
- machine learning