Using autoencoders as a weight initialization method on deep neural networks for disease detection.
Mafalda Falcão FerreiraRui CamachoLuís Filipe TeixeiraPublished in: BMC Medical Informatics Decis. Mak. (2020)
Keyphrases
- neural network
- detection method
- high accuracy
- detection algorithm
- high precision
- edge detection
- significant improvement
- weighting scheme
- evaluation method
- computational cost
- artificial neural networks
- dynamic programming
- probabilistic model
- cost function
- k means
- support vector machine svm
- clustering method
- pairwise
- segmentation method
- fault diagnosis
- preprocessing
- detection rate
- image processing
- false positive rate
- feature selection