MIML: Multiplex Image Machine Learning for High Precision Cell Classification via Mechanical Traits within Microfluidic Systems.
Khayrul IslamRatul PaulShen WangYaling LiuPublished in: CoRR (2023)
Keyphrases
- high precision
- machine learning
- high recall
- image classification
- input image
- classification systems
- decision trees
- image content
- machine learning approaches
- image data
- single image
- preprocessing stage
- machine learning methods
- image analysis
- text classification
- classification accuracy
- multiscale
- supervised machine learning
- image features
- extracted features
- machine learning algorithms
- microscopic images
- supervised learning
- high reliability
- pattern recognition
- pattern classification
- image representation
- model selection
- feature extraction
- image segmentation
- feature selection
- microscope images
- test images
- thematic mapper
- achieve high precision
- image regions
- segmentation algorithm
- semi supervised learning
- edge detection
- high accuracy
- high resolution
- image retrieval
- support vector
- information retrieval
- bag of words
- multi instance multi label learning
- learning algorithm
- computer vision
- similarity measure
- feature space
- information extraction
- text mining
- image structure
- visual words
- segmentation method