Predictive classification of nosocomial infection type and treatment outcome using neural network algorithm.
Amin FarahbakhshHamid Reza DezfoulianSalman KhazaeePublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- neural network
- classification method
- classification algorithm
- support vector machine svm
- optimization algorithm
- objective function
- pattern recognition
- preprocessing
- cost function
- detection algorithm
- computational cost
- dynamic programming
- machine learning
- accuracy rate
- incremental learning
- expectation maximization
- artificial neural networks
- genetic algorithm
- np hard
- learning algorithm
- learning vector quantization
- feed forward neural networks
- knn
- nearest neighbour
- segmentation algorithm
- optimal solution
- classification scheme
- training algorithm
- similarity measure
- multi class classification
- feature selection
- matching algorithm
- feature space
- training set
- worst case
- feature vectors
- k means