Automated detection of regions of interest for tissue microarray experiments: an image texture analysis.
Bilge KaraçaliAydin TözerenPublished in: BMC Medical Imaging (2007)
Keyphrases
- texture analysis
- microarray
- image analysis
- automated detection
- ultrasonic images
- microarray images
- gene expression
- gabor filtering
- textural features
- texture classification
- multiscale
- image features
- high throughput
- input image
- microarray data
- texture features
- gene expression data
- local binary pattern
- gray level
- co occurrence
- texture images
- tissue samples
- image segmentation
- feature extraction
- multiresolution
- fractal analysis
- gene selection
- rotation invariant
- fractal dimension
- edge detection
- data sets
- wavelet decomposition
- cell nuclei
- neural network
- cancer diagnosis
- cancer classification
- pattern recognition
- lung cancer
- medical imaging
- logistic regression