Automated image processing method for the diagnosis and classification of malaria on thin blood smears.
Nicholas E. RossCharles J. PritchardDavid M. RubinAdriano G. DuséPublished in: Medical Biol. Eng. Comput. (2006)
Keyphrases
- image processing
- classification method
- pattern recognition
- support vector machine svm
- preprocessing
- significant improvement
- classification accuracy
- classification scheme
- breast cancer diagnosis
- pattern classification
- image enhancement
- cross validation
- unsupervised learning
- high accuracy
- support vector machine
- feature space
- automated classification
- edge detection
- detection method
- decision rules
- classification algorithm
- fully automatic
- feature selection
- feature set
- image feature extraction
- decision trees
- multiscale
- machine learning methods
- objective function
- clustering method
- text classification
- image classification