Computer-aided cytological cancer diagnosis: cell type classification as a step towards fully automatic cancer diagnostics on cytopathological specimens of serous effusions.
Timna E. SchneiderAndré A. BellDietrich Meyer-EbrechtAlfred BöckingTil AachPublished in: Medical Imaging: Computer-Aided Diagnosis (2007)
Keyphrases
- cancer diagnosis
- computer aided
- fully automatic
- cell nuclei
- tissue samples
- skin lesion
- colon cancer
- low contrast
- cancer classification
- semi automatic
- gene selection
- ovarian cancer
- lung cancer
- gene expression profiles
- computer assisted
- gene expression data
- microarray
- computer aided diagnosis
- data preprocessing
- image analysis
- classification accuracy
- preprocessing
- dna microarray
- data mining
- automated analysis
- early diagnosis
- support vector machine svm
- data sets
- quantitative analysis
- medical images
- microarray data
- neural network