Deep Learning Benchmarks on L1000 Gene Expression Data.
Matthew B. A. McDermottJennifer WangWen-Ning ZhaoSteven SheridanPeter SzolovitsIsaac S. KohaneStephen J. HaggartyRoy H. PerlisPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- deep learning
- gene expression data
- microarray
- gene expression
- unsupervised learning
- microarray data
- machine learning
- feature selection
- high dimensionality
- gene regulatory networks
- gene expression data analysis
- high dimensional data
- gene expression datasets
- data sets
- mental models
- gene expression analysis
- analysis of gene expression data
- gene selection
- high throughput
- gene expression profiling
- high dimensional
- weakly supervised
- conditional random fields