MASICU: A Multimodal Attention-based classifier for Sepsis mortality prediction in the ICU.
Lena MondrejevskiFranco RugolonIoanna MiliouPanagiotis PapapetrouPublished in: CBMS (2024)
Keyphrases
- prediction accuracy
- intensive care unit
- prognostic models
- prediction model
- classification algorithm
- intensive care
- ensemble classifier
- training data
- multi modal
- support vector machine
- visual attention
- feature selection
- classification scheme
- support vector
- training samples
- training examples
- training set
- class labels
- initial stage
- early detection
- data mining
- multi layer perceptron
- classification rate
- feature space
- classification method
- data sets