Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks.
Andreas Storvik StraumanFilippo Maria BianchiKarl Øyvind MikalsenMichael KampffmeyerCristina Soguero-RuízRobert JenssenPublished in: BHI (2018)
Keyphrases
- missing data
- recurrent neural networks
- multiple imputation
- missing values
- incomplete data
- structure from motion
- automatic relevance determination
- low rank
- feed forward
- statistical databases
- matrix factorization
- artificial neural networks
- neural network
- feature extraction
- data imputation
- reservoir computing
- imputation methods
- recurrent networks
- echo state networks
- feature space
- minimally invasive
- nonlinear dynamic systems
- closed form
- decision trees
- feature selection
- microarray
- cross validation
- medical images
- imprecise data
- semi supervised
- support vector machine
- training set
- bayesian networks