Multimodal image fusion for the detection of diabetic retinopathy using optimized explainable AI-based Light GBM classifier.
Pooja BidwaiShilpa GiteNatasha PahujaKishore PahujaKetan KotechaNeha JainSheela RamannaPublished in: Inf. Fusion (2024)
Keyphrases
- image fusion
- diabetic retinopathy
- automatic detection
- fusion methods
- retinal images
- remote sensing
- early detection
- multiresolution
- multi sensor
- fusion process
- fusion method
- image fusion algorithm
- multiscale
- pixel level
- nonsubsampled contourlet transform
- medical experts
- fused image
- discrete wavelet transform
- image processing
- expert systems
- blood vessels
- image registration
- vessel segmentation
- optic disc
- change detection
- data fusion
- feature selection
- computer vision
- knowledge based systems
- fusion rules
- medical images
- pattern recognition
- image quality
- combining multiple
- remote sensing images