Computer-aided diagnosis system for grading brain tumor using histopathology images based on color and texture features.
Naira ElazabWael Gab AllahMohammed ElmogyPublished in: BMC Medical Imaging (2024)
Keyphrases
- computer aided diagnosis
- histopathology images
- brain tumors
- color and texture features
- medical images
- magnetic resonance images
- medical imaging
- image segmentation
- mr images
- magnetic resonance
- medical image analysis
- shape features
- color features
- computer aided
- image features
- texture features
- image retrieval
- visual features
- brain images
- color texture
- image analysis
- breast cancer
- image content
- anatomical structures
- feature vectors
- magnetic resonance imaging
- brain tissue
- unsupervised segmentation
- computer vision
- multiscale
- color histogram
- white matter
- shape analysis
- color images
- region of interest
- deformable models
- visual information
- x ray images
- x ray
- local binary pattern
- texture analysis
- prostate cancer
- high quality
- feature extraction
- gaussian mixture model