Designing and Evaluating Deep Learning Models for Cancer Detection on Gene Expression Data.
Arif CanakogluLuca NanniArtur SokolovskyStefano CeriPublished in: CIBB (2018)
Keyphrases
- learning models
- gene expression data
- cancer detection
- gene selection
- microarray
- cancer classification
- gene expression
- microarray data
- machine learning
- gene expression profiles
- learning algorithm
- loss function
- semi supervised learning
- feature selection
- learning problems
- data sets
- high dimensionality
- machine learning algorithms
- learning tasks
- high dimensional data
- classification models
- conditional random fields
- high dimensional
- experimental conditions
- neural network
- gene ontology
- prostate cancer
- microarray datasets
- machine learning methods
- clustering method
- image data