A Spatially Guided Machine-Learning Method to Classify and Quantify Glomerular Patterns of Injury in Histology Images.
Justinas BesusparisMindaugas MorkunasArvydas LaurinaviciusPublished in: J. Imaging (2023)
Keyphrases
- machine learning
- fully automatic
- segmentation method
- synthetic and real images
- ccd camera
- input image
- reconstruction method
- segmentation algorithm
- image classification
- image analysis
- edge detection
- ground truth
- gray value
- binary patterns
- similarity measure
- machine learning methods
- learning algorithm
- test images
- matching algorithm
- detection method
- image database
- support vector machine
- three dimensional
- image set
- principal components
- fractal dimension
- gray level
- image data
- synthesized images