Unsupervised SVM-based gridding for DNA microarray images.
Dimitris G. BariamisDimitris MaroulisDimitrios K. IakovidisPublished in: Comput. Medical Imaging Graph. (2010)
Keyphrases
- microarray images
- microarray
- grid structure
- noise reduction
- microarray technology
- high throughput
- support vector
- support vector machine
- unsupervised learning
- microarray data
- support vector machine svm
- denoising
- gene expression
- dna sequences
- dna computing
- spot detection
- semi supervised
- synthetic and real images
- gene expression data
- high dimensionality
- svm classifier
- molecular biology
- gene selection
- cdna microarray
- relevance feedback
- active learning
- image processing
- computer vision
- biological data
- noise level
- noisy images
- binding sites
- cancer diagnosis
- supervised learning
- real time