A study on the classification of red blood cells specimen and data analysis method for the diagnosis of blood disease using a digital holographic microscopy.
Hyun-Woo KimJaehoon LeeMyungjin ChoMin-Chul LeePublished in: ICTC (2022)
Keyphrases
- blood cells
- early stage
- data analysis
- classification accuracy
- support vector machine
- classification method
- preprocessing
- classification algorithm
- machine learning
- support vector machine svm
- breast cancer diagnosis
- classification scheme
- feature set
- multi class
- pattern classification
- feature extraction
- classification process
- unsupervised learning
- cross validation
- training set
- machine learning methods
- similarity measure
- benchmark data sets
- classification rate
- clustering algorithm
- feature selection