An Ensemble LSTM Architecture for Clinical Sepsis Detection.
Sven SchellenbergerKilin ShiJan Philipp WiedemannFabian LurzRobert WeigelAlexander KoelpinPublished in: CinC (2019)
Keyphrases
- object detection
- automatic detection
- detection method
- detection algorithm
- neural network
- detection rate
- false alarms
- real time
- management system
- false positives
- software architecture
- anomaly detection
- initial stage
- ensemble methods
- detection accuracy
- clinical data
- clinical setting
- clinical practice
- ensemble classifier
- network architecture
- machine learning
- random forest
- recurrent neural networks
- information systems
- multi agent systems
- event detection