Assessment of deep learning and transfer learning for cancer prediction based on gene expression data.
Blaise HanczarVictoria BourgeaisFarida ZehraouiPublished in: BMC Bioinform. (2022)
Keyphrases
- transfer learning
- gene expression data
- deep learning
- gene selection
- dna microarray
- cancer diagnosis
- machine learning
- gene expression profiles
- microarray
- cancer classification
- gene expression datasets
- gene expression
- gene expression data sets
- microarray data
- tissue samples
- unsupervised learning
- labeled data
- feature selection
- machine learning algorithms
- active learning
- collaborative filtering
- reinforcement learning
- high dimensionality
- text categorization
- semi supervised learning
- high dimensional data
- weakly supervised
- mental models
- high dimensional
- data sets
- learning algorithm
- structure learning
- text classification
- multi class
- semi supervised
- supervised learning