Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images.
Alexandros ArjmandOdysseas TsakaiVasileios ChristouAlexandros T. TzallasMarkos G. TsipourasRoberta ForlanoPinelopi ManousouRobert D. GoldinChristos GogosEvripidis GlavasNikolaos GiannakeasPublished in: Inf. (2022)
Keyphrases
- convolutional neural network
- image classification
- image database
- multiple classifiers
- input image
- three dimensional
- test images
- image data
- pattern recognition
- object recognition
- image retrieval
- image features
- machine learning
- preprocessing stage
- edge detection
- image analysis
- training set
- feature vectors
- final classification
- feature selection
- ensemble classifier
- decision trees
- thematic mapper
- skin lesion
- extracted features
- machine learning methods
- feature extraction
- classification models
- random forest
- benchmark datasets
- visual features
- classifier ensemble
- multiple classifier systems
- training data
- computer vision
- supervised learning
- neural network
- classification accuracy