Advanced AI-driven approach for enhanced brain tumor detection from MRI images utilizing EfficientNetB2 with equalization and homomorphic filtering.
A. M. J. Zubair RahmanMuskan GuptaS. AarathiT. R. MaheshVinoth Kumar VenkatesanS. Yogesh KumaranSuresh GuluwadiPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- mri images
- tumor detection
- mri brain images
- homomorphic filtering
- brain tumors
- brain tissue
- magnetic resonance images
- medical images
- magnetic resonance imaging
- brain images
- image enhancement
- imaging modalities
- mri data
- gamma correction
- capsule endoscopy
- contrast enhancement
- mr images
- automatic segmentation
- magnetic resonance
- machine learning
- white matter
- low contrast
- fully automatic
- deformable models
- image analysis
- image processing