An automatic device for detection and classification of malaria parasite species in thick blood film.
Saowaluck KaewkamnerdChairat UthaipibullApichart IntarapanichMontri PannarutSastra ChaotheingSissades TongsimaPublished in: BMC Bioinform. (2012)
Keyphrases
- features extraction
- image classification
- automatic detection
- pattern recognition
- neyman pearson
- object detection
- classification accuracy
- automatic classification
- support vector
- statistical classification
- detection algorithm
- feature extraction and classification
- classification models
- pattern classification
- digital mammograms
- classification method
- microcalcification clusters
- feature extraction
- feature vectors
- support vector machine
- anomaly detection
- machine learning
- decision trees
- preprocessing
- digital images
- supervised learning
- semi automatic
- classification algorithm
- detection rate
- decision rules
- semi supervised
- false positives
- machine learning algorithms
- gene expression profiles
- detection method
- text classification
- robust detection
- support vector machine svm
- learning algorithm
- model selection
- data sets