Radiomic texture analysis of immunofluorescence images of lupus nephritis biopsies to predict patient progression to end-stage renal disease.
Bradie M. FergusonMadeleine S. DurkeeRebecca AbrahamJunting AiHui LiLi LanJulian BertiniMarcus R. ClarkMaryellen L. GigerPublished in: Medical Imaging: Digital Pathology (2021)
Keyphrases
- texture analysis
- texture characterization
- gabor filters
- image analysis
- fractal dimension
- texture discrimination
- fractal analysis
- texture description
- gabor filtering
- texture classification
- texture features
- image texture
- multiresolution
- computer aided diagnosis
- image data
- histopathological images
- image features
- image registration
- texture images
- input image
- texture information
- brodatz textures
- local binary pattern
- texture descriptors
- texture segmentation
- computer aided
- edge detection
- quantitative evaluation
- object recognition
- similarity measure
- feature extraction
- neural network
- co occurrence
- gray level
- pattern recognition
- multiscale
- breast cancer