MIGS-GPU: Microarray Image Gridding and Segmentation on the GPU.
Stamos KatsigiannisEleni ZachariaDimitris MaroulisPublished in: IEEE J. Biomed. Health Informatics (2017)
Keyphrases
- microarray
- microarray images
- high throughput
- segmentation method
- gene expression
- image segmentation
- multiscale
- microarray data
- segmentation algorithm
- gene expression data
- gene expression profiling
- gene selection
- edge detection
- gene networks
- gene ontology
- high dimensionality
- gene expression analysis
- gene expression profiles
- segmented images
- molecular biology
- input image
- noise reduction
- yeast cell cycle
- microarray data analysis
- medical images
- region growing
- regulatory networks
- cancer diagnosis
- microscopy images
- gene expression data sets
- image processing
- similarity measure
- gene expression datasets
- dna microarray
- cancer classification
- watershed segmentation